Jürgen Bernard
Assistant Professor (non-tenure) of Computer Science at University of ZurichInteractive Visual Data Analysis Group
Email: bernard (at) ifi.uzh.ch
Research Platforms: Scholar, DBLP, ORCiD, LinkedIn, DSI
Academic Trajectory (by recency):
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About
My research focuses on the characterization, design, and evaluation of interactive visual data analysis, explainable machine learning, and human-centered AI interfaces.
I study how the strengths of humans and algorithms can be combined in human-in-the-loop approaches, to support data-centric information seeking and decision making.
My data-centered focus is on time series data and mixed multivariate data.
My technique focus ranges from unsupervised to supervised machine learning including cluster analysis, dimensionality reduction, active learning, regression analysis, classification, as well as ranking and recommendation.
From a task perspective, much of my work enables people to explore undiscovered complex data for insight and hypothesis generation.
I'm also interested in enabling people to express their knowledge and preferences through interactive feedback, and labeling, e.g., to engage with personalised and interactive machine learning environments.
Important application domains include digital libraries and digital humanities, as well as healthcare, digital health, and personal health.
Short Bio Jürgen Bernard is an Assistant Professor of Computer Science at the University of Zurich (UZH), Switzerland, and associated with the Digital Society Initiative (DSI), Zurich. He is leading the Interactive Visual Data Analysis (IVDA) Group. Jürgen Bernard studied Computer Science with focus on Computer Graphics at the University of Technology of Darmstadt. His diploma thesis in 2009 was on visual-interactive cluster analysis using neural networks. He received his PhD Degree in 2015 on “Exploratory Search in Time-Oriented Primary Data”, when he was with Fraunhofer IGD. In 2016, Jürgen Bernard started as a Post-doc researcher at TU Darmstadt at Interactive Graphics Systems Group, leading the Visual-Interactive Machine Learning Group. In 2019, Jürgen Bernard became a postdoctoral research fellow at the University of British Columbia, Vancouver, Canada, where he joined the InfoVis group, led by Professor Tamara Munzner. For his contributions in visualization research, Jürgen was recently awarded the EuroVis Young Researcher Award (2021) and the Eurographics Young Researcher Award (2022). Index Terms Visual Analytics, Visual Computing, Human-AI Collaboration, Information Visualization, Interactive Machine Learning, Human-Centered AI, Responsible AI, Explainable AI, Personalized Analytics, Preference Elicitation, Human-Computer Interaction, Data Science, Time Series Analysis, Exploratory Search, Active Learning, Interactive Data Labeling, Large Language Models, Visual Cluster Analysis, Dimensionality Reduction, Multivariate Data Analysis, Mixed Data Analysis, Validation of LLM-Generated Data, Digital Libraries, Digital Humanities, Healthcare, Digital and Personal Health. |
News
 | Honorable Mention Award at DIS ACM Designing Interactive Systems 2026 | 2026-05-20 Happy to share that our PhD student Clara-Maria Barth, with her DIS paper, has received an Honorable Mention Award, jointly supervised with Elaine Huang. Alongside co-authors Anton Fedosov and Chat Wacharamanotham, this work explores how individuals develop their own styles of living with T1D beyond glucose-centric definitions of management. |
 | Honorable Mention Award at VMV 2025 Vision, Modeling, and Visualization Conference 2025 | 2025-10-01 We were awarded the honorable mention best paper award for Val-LLM, one of the first VA approaches for the critical validation of LLM-generated tabular data — designed, developed, and evaluated by our IVDA team members Madhav Sachdeva, Christopher Narayanan, Marvin Wiedenkeller, Jana Sedlakova, and myself. Val-LLM introduces new human–AI collaboration principles, human knowledge externalization, multi-granularity validation, and workflow integration to the validation process. |
 | Best Paper at EuroVA 2025 EuroVA @ EuroVis Conference 2025 | 2025-06-02 We have two papers at EuroVA 2025, one will receive the best paper award! It is a design space for the critical validation of LLM-Generated data, with Madhav Sachdeva, Christopher Narayanan, Marvin Wiedenkeller, and Jana Sedlakova. I'm presenting "The Human-Data-Model Interaction Canvas", that structures VA building blocks by benefits they provide for Humans, Data, and Models, and their contributions to the process: Human Knowledge Externalization, Data Exploration, and Model Explanation. |
 | Three Papers at IEEE VIS 2024 IEEE VIS Conference 2024 | 2024-10-14 Happy that my Ph.D. student Gabriela presents the TVCG paper "DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing". I present the TVCG paper "IVESA – Visual Analysis of Time-Stamped Event Sequences, a collaborative work with four IVDA students and Prof. Ben Shneiderman. We also have a workshop paper on "Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop", presented by Jen Rogers. |
 | Organizer of BELIV 2024 (save the date) IEEE VIS Workshop on research methods in visualization | 2024-10-13 I will be co-organizing the 10th BELIV Workshop, the international forum to broadly discuss research methods in visualization. Our discussions span from novel design and evaluation methods for visualization tools and techniques, to methods that more generally establish the validity and scope of acquired visualization knowledge. BELIV supports contributions from the rich spectrum of visualization researchers, embracing the varied ways that they self-identify with respect to the main conference areas at VIS. |
 | SNF Grant on Personalized Visual Analytics, together with Prof. M. El-Assady (ETH) Personalized Visual Analytics: Human Preference Elicitation for Ranking-Based Multi-Criteria Decision Support | 2024-09-27 I have received a project grant from the Swiss National Science Foundation (SNF). The next four years, we will explore opportunities to support multi-criteria decision-making through interactive item ranking creation. Together with Mennatallah El-Assady (ETH Zurich), we will desitn, develop, and evaluate interfaces for human preference elicitation, guidance and provenance support, and uncertainty-aware decision-making for item rankings. |
 | General Chair of VAHC 2023 IEEE VIS Workshop on Visual Analytics in Healthcare | 2023-10-22 I had the pleasure to serve as the General Chair of VAHC 2023, in conjunction with IEEE VIS 2023, Oct 22 in Melbourne, Australia. VAHC is the premier research event for applications of data visualization and visual analytics in healthcare, digital health, and personal health. We bring together medical experts, leading scientists, and visionaries to discuss opportunities and challenges in using visual analytics techniques to help patients, clinicians, public health researchers, and others. |
 | EuroGraphics Young Researcher Award Jürgen Bernard has received the EuroGraphics 2022 Young Researcher Award! | 2022-04-25 In recognition of his outstanding contributions to Computer Graphics in the area of information visualization and visual analytics. In his area of research Jürgen Bernard has produced a number of outstanding contributions, which is evidenced by several best paper awards from conferences such as IEEE VIS and EuroVA, the Hugo-Geiger Preis in 2016, and the Dirk Bartz Prize in 2017. EUROGRAPHICS is pleased to recognize Jürgen Bernard with the 2022 Young Researcher Award. |
Publications by Topics
Interactive Machine Learning
Methoden zur Qualitätsbewertung von Self-organizing Maps (SOM): Unterstützung der Visuellen Clusteranalyse
AV Akademikerverlag, 978-3-639-85612-5 pp. 100 p., (2015).
SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024). doi: https://doi.org/10.5167/uzh-275614
Integrating artificial intelligence tools in health research
npj Digital Medicine (2026). doi: 10.1038/s41746-026-02739-7
HAXplorer: Interactive visual exploration of hierarchical item and attribute spaces
Computers & Graphics pp. 104233, (2025). doi: https://doi.org/10.1016/j.cag.2025.104233
Scalable Class-Centric Visual Interactive Labeling
Computers & Graphics pp. 104240, (2025). doi: https://doi.org/10.1016/j.cag.2025.104240
DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing – A Design Study
IEEE Transactions on Visualization and Computer Graphics pp. 1-11, (2024). doi: 10.1109/TVCG.2024.3456329
MS Pattern Explorer: interactive visual exploration of temporal activity patterns for multiple sclerosis
Journal of the American Medical Informatics Association pp. 2496-2506, (2024). doi: 10.1093/jamia/ocae230
IVESA - Visual Analysis of Time-Stamped Event Sequences
IEEE Transactions on Visualization and Computer Graphics (2024). doi: 10.1109/TVCG.2024.3382760
LFPeers: Temporal Similarity Search and Result Exploration
Computers & Graphics (2023). doi: https://doi.org/10.1016/j.cag.2023.06.009
How applicable are attribute-based approaches for human-centered ranking creation?
Computers & Graphics pp. 45-58, (2023). doi: https://doi.org/10.1016/j.cag.2023.05.004
Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding
IEEE Transactions on Visualization and Computer Graphics pp. 2500-2516, (2022). doi: 10.1109/TVCG.2022.3148197
ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines
IEEE Computer Graphics and Applications pp. 68-80, (2022). doi: 10.1109/MCG.2022.3155306
IRVINE: A Design Study on Analyzing Correlation Patterns of Electrical Engines
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 11-21, (2022). doi: 10.1109/TVCG.2021.3114797
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) pp. 1-38, (2021). doi: 10.1145/3429448
Co-adaptive visual data analysis and guidance processes
Computers & Graphics (2021). doi: https://doi.org/10.1016/j.cag.2021.06.016
ProSeCo: Visual analysis of class separation measures and dataset characteristics
Computers & Graphics pp. 48-60, (2021). doi: https://doi.org/10.1016/j.cag.2021.03.004
A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) (2021). doi: 10.1145/3439333
Interactive Visual Labelling versus Active Learning: An Experimental Comparison
Frontiers of Information Technology & Electronic Engineering (FITEE) pp. 524-535, (2020). doi: 10.1631/FITEE.1900549
Visual-Interactive Preprocessing of Multivariate Time Series Data
Computer Graphics Forum (CGF) pp. 401-412, (2019). doi: 10.1111/cgf.13698
Interactive Labelling of a Multivariate Dataset for Supervised Machine Learning Using Linked Visualisations, Clustering, and Active Learning
Visual Informatics pp. 9-17, (2019). doi: 10.1016/j.visinf.2019.03.002
Towards User-Centered Active Learning Algorithms
Computer Graphics Forum (CGF) pp. 121-132, (2018). doi: 10.1111/cgf.13406
SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 120-130, (2018). doi: 10.1109/TVCG.2017.2744805
VIAL: a unified process for visual interactive labeling
The Visual Computer (TVCJ) pp. 1189-1207, (2018). doi: 10.1007/s00371-018-1500-3
Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study
IEEE Transactions on Visualization and Computer Graphics (TCVG) pp. 298-308, (2018). doi: 10.1109/TVCG.2017.2744818
Visual-interactive Exploration of Interesting Multivariate Relations in Mixed Research Data Sets
Computer Graphics Forum (CGF) pp. 291-300, (2014). doi: 10.1111/cgf.12385
Visual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks
Computer Graphics Forum (CGF) pp. 401-410, (2014). doi: 10.1111/cgf.12396
MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 2257-2266, (2013). doi: 10.1109/TVCG.2013.178
Assisted Descriptor Selection Based on Visual Comparative Data Analysis
Computer Graphics Forum (CGF) pp. 891-900, (2011). doi: 10.1111/j.1467-8659.2011.01938.x
Visual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps
Information Visualization, Palgrave Macmillan pp. 14-29, (2009). doi: 10.1057/ivs.2008.29
AnoScout - Visual Exploration of Anomalies and Anomaly Detection Algorithm Ensembles in Time Series Data
Visual Information Communication and Interaction, ACM (2025). doi: 10.1145/3769534.3769577
Blooming Beats: An Interactive Explainable Recommender System for Exploring Personal Music Narratives through Data Humanism Principles
Biannual Conference of the Italian SIGCHI Chapter, ACM (2025). doi: 10.1145/3750069.3750396
Val-LLM: A Visual Analytics Approach for the Critical Validation of LLM-Generated Tabular Data
Vision, Modeling, and Visualization, (VMV), Eurographics Association (2025). doi: 10.2312/vmv.20251235
LayoutExOmizer: Interactive Exploration and Optimization of 2D Data Layouts
Vision, Modeling, and Visualization, (VMV), Eurographics Association pp. 99-107, (2021). doi: 10.2312/vmv.20211376
Approaches and Challenges in the Visual-Interactive Comparison of Human Motion Data
Conference on Information Visualization Theory and Applications (IVAPP, VISIGRAPP) pp. 217-224, (2017). doi: 10.5220/0006127502170224
Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis
Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (IVAPP, VISIGRAPP) (3) pp. 75-87, (2017). doi: 10.5220/0006116400750087
Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data
Visualization and Data Analysis (VDA 2017) (2017). doi: https://doi.org/10.2352/ISSN.2470-1173.2017.1.VDA-387
Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections
Electronic Imaging pp. 46-57, (2017). doi: doi:10.2352/ISSN.2470-1173.2017.1.VDA-388
Exploratory search in time-oriented primary data
Ausgezeichnete Informatikdissertationen 2015 (D-16), Gesellschaft für Informatik (GI) pp. 11-20, (2016).
FuryExplorer: Visual-Interactive Exploration of Horse Motion Capture Data
Electronic Imaging, SPIE Conference on Visualization and Data Analysis (2015). doi: doi:10.1117/12.2080001
User-Based Visual-Interactive Similarity Definition for Mixed Data Objects-Concept and First Implementation
Proceedings of WSCG (22), Eurographics Assciation, Vaclav Skala - Union Agency pp. 329-338, (2014).
Visual-Interactive Preprocessing of Time Series Data
SIGRAD, Swedish Chapter of Eurographics (81), Linköping University Electronic Press pp. 39-48, (2012).
Guided Discovery of Interesting Relationships Between Time Series Clusters and Metadata Properties
International Conference on Knowledge Management and Knowledge Technologies, ACM pp. 1-22, (2012). doi: 10.1145/2362456.2362485
TimeSeriesPaths: Projection-Based Explorative Analysis of Multivariate Time Series Data
Journal of WSCG pp. 97-106, (2012).
Multiscale visual quality assessment for cluster analysis with Self-Organizing Maps
Electronic Imaging, SPIE Conference on Visualization and Data Analysis pp. 1-78680, (2011). doi: 10.1117/12.872545
Visual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps
IEEE Symposium on Visual Analytics Science and Technology, IEEE Computer Society pp. 3-10, (2008). doi: 10.1109/VAST.2008.4677350
A Design Space for Explainable Ranking and Ranking Models
EuroVis 2022 - Posters, The Eurographics Association (2022). doi: 10.2312/evp.20221114
Enhancing Time Series Segmentation and Labeling Through the Knowledge Generation Model
Eurographics Conference on Visualization (EuroVis) - Poster, The Eurographics Association (2015).
Towards a User-Defined Visual-Interactive Definition of Similarity Functions for Mixed Data
IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2014). doi: 10.1109/VAST.2014.7042503
Visual Exploration of Local Interest Points in Sets of Time Series
Proceedings of IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2012). doi: 10.1109/VAST.2012.6400534
RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings
EuroVis 2023 - Short Papers, The Eurographics Association (2023). doi: 10.2312/evs.20231036
Exploratory search in time-oriented primary data
Technische Universität Darmstadt, Dissertation, PhD Thesis (Dissertation) (2015).
Methoden zur Qualitätsbewertung von Self-organizing Maps zur Unterstützung des visuellen Analyseprozesses
Technische Universität Darmstadt, Diploma Thesis (Diplomarbeit) (2009).
The Human-Data-Model Interaction Canvas for Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251096
A Design Space for the Critical Validation of LLM-Generated Tabular Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251101
SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024).
Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop
IEEE VIS: Visualization in Data Science Symposium (VDS), IEEE (2024). doi: 10.1109/VDS63897.2024.00005
ScrollyPOI: A Narrative-Driven Interactive Recommender System for Points-of-Interest Exploration and Explainability
ACM Conference on User Modeling, Adaptation and Personalization (UMAP), Association for Computing Machinery pp. 292–304, (2024). doi: 10.1145/3631700.3665183
Tag-Xplore: Interactive Exploration of Annotation Practices in Digital Editions
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2024). doi: 10.2312/eurova.20241115
Human-Based and Automatic Feature Ideation for Time Series Data: A Comparative Study
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2023). doi: 10.2312/eurova.20231089
Why am I reading this? Explaining Personalized News Recommender Systems
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2023). doi: 10.2312/eurova.20231099
What Shall We Watch Tonight? Why Sometimes Your Favourite Streaming Service Just Cannot Manage to Recommend Anything Interesting
IEEE VIS Workshop on Visualization for AI Explainability (2022).
RankASco: A Visual Analytics Approach to Leverage Attribute-Based User Preferences for Item Rankings
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2022). doi: 10.2312/eurova.20221072
Interactive Visual Explanation of Incremental Data Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2022). doi: 10.2312/eurova.20221073
A Taxonomy of Attribute Scoring Functions
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211095
LFPeers: Temporal Similarity Search in Covid-19 Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211098
SepEx: Visual Analysis of Class Separation Measures
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2020). doi: 10.2312/eurova.20201079
Visual Analysis of Degree-of-Interest Functions to Support Selection Strategies for Instance Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: https://doi.org/10.2312/eurova.20191116
Shall we play?—Extending the Visual Analytics Design Space through Gameful Design Concepts
MLUI 2019: Machine Learning from User Interactions for Visualization and Analytics, IEEE VIS 2019 workshop (2019). doi: 10.1109/MLUI52769.2019.10075563
mVis in the Wild: Pre-Study of an Interactive Visual Machine Learning System for Labelling
IEEE VIS 2019 Workshop on Evaluation of Interactive Visual Machine Learning Systems (2019).
Speculative Execution for Guided Visual Analytics
VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018). doi: 10.1109/MLUI52768.2018.10075559
Minions, Sheep, and Fruits: Metaphorical Narratives to Explain Artificial Intelligence and Build Trust
IEEE VIS Workshop on Visualization for AI Explainability (2018). doi: urn:nbn:de:bsz:352-2-1q5oi0xg28s59
Computer-supported Interactive Assignment of Keywords for Literature Collections
IEEE VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018).
Personalized Visual-Interactive Music Classification
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181109
Combining the Automated Segmentation and Visual Analysis of Multivariate Time Series
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181112
A Unified Process for Visual-Interactive Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171123
Combining Cluster and Outlier Analysis with Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171114
Structuring the Strategies for Integrating Visualization into Automated Modeling Techniques for Visual Analytics
IEEE VIS Workshop on Creation, Curation, Critique and Conditioning of Principles and Guidelines in Visualization (C4PGV) (2016).
Visual-Interactive Segmentation of Multivariate Time Series
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161121
Visual-Interactive Exploration of Relations Between Time-Oriented Data and Multivariate Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161124
Visual Analysis of Relations in Attributed Time-Series Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2015). doi: 10.2312/eurova.20151105
A Visual Active Learning System for the Assessment of Patient Well-being in Prostate Cancer Research
IEEE VIS Workshop on Visual Analytics in Healthcare, ACM pp. 1-8, (2015). doi: 10.1145/2836034.2836035
A Visual-interactive System for Prostate Cancer Stratifications
IEEE Vis Workshop on Visualizing Electronic Health Record Data (EHRVis), IEEE Computer Society (2014).
Smart Query Definition for Content-Based Search in Large Sets of Graphs
International Symposium on Visual Analytics Science and Technology, Eurographics Association pp. 7-12, (2010). doi: /10.2312/PE/EuroVAST/EuroVAST10/007-012
Explainable and Trustworthy AI
SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024). doi: https://doi.org/10.5167/uzh-275614
Systematic validation of LLM-generated structured data - A design space and remaining challenges
Computers & Graphics pp. 104545, (2026). doi: https://doi.org/10.1016/j.cag.2026.104545
f-RecX: A framework for designing effective textual explanations in recommender systems’ user interfaces
International Journal of Human-Computer Studies pp. 103627, (2025). doi: https://doi.org/10.1016/j.ijhcs.2025.103627HAXplorer: Interactive visual exploration of hierarchical item and attribute spaces
Computers & Graphics pp. 104233, (2025). doi: https://doi.org/10.1016/j.cag.2025.104233Scalable Class-Centric Visual Interactive Labeling
Computers & Graphics pp. 104240, (2025). doi: https://doi.org/10.1016/j.cag.2025.104240DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing – A Design Study
IEEE Transactions on Visualization and Computer Graphics pp. 1-11, (2024). doi: 10.1109/TVCG.2024.3456329IVESA - Visual Analysis of Time-Stamped Event Sequences
IEEE Transactions on Visualization and Computer Graphics (2024). doi: 10.1109/TVCG.2024.3382760LFPeers: Temporal Similarity Search and Result Exploration
Computers & Graphics (2023). doi: https://doi.org/10.1016/j.cag.2023.06.009Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding
IEEE Transactions on Visualization and Computer Graphics pp. 2500-2516, (2022). doi: 10.1109/TVCG.2022.3148197ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines
IEEE Computer Graphics and Applications pp. 68-80, (2022). doi: 10.1109/MCG.2022.3155306IRVINE: A Design Study on Analyzing Correlation Patterns of Electrical Engines
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 11-21, (2022). doi: 10.1109/TVCG.2021.3114797QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) pp. 1-38, (2021). doi: 10.1145/3429448Co-adaptive visual data analysis and guidance processes
Computers & Graphics (2021). doi: https://doi.org/10.1016/j.cag.2021.06.016ProSeCo: Visual analysis of class separation measures and dataset characteristics
Computers & Graphics pp. 48-60, (2021). doi: https://doi.org/10.1016/j.cag.2021.03.004A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) (2021). doi: 10.1145/3439333Visual-Interactive Preprocessing of Multivariate Time Series Data
Computer Graphics Forum (CGF) pp. 401-412, (2019). doi: 10.1111/cgf.13698Interactive Labelling of a Multivariate Dataset for Supervised Machine Learning Using Linked Visualisations, Clustering, and Active Learning
Visual Informatics pp. 9-17, (2019). doi: 10.1016/j.visinf.2019.03.002SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 120-130, (2018). doi: 10.1109/TVCG.2017.2744805VIAL: a unified process for visual interactive labeling
The Visual Computer (TVCJ) pp. 1189-1207, (2018). doi: 10.1007/s00371-018-1500-3
A Visual-Interactive System for Prostate Cancer Cohort Analysis
Computer Graphics and Applications (CG&A), IEEE pp. 44-55, (2015). doi: 10.1109/MCG.2015.49
VisInfo: a digital library system for time series research data based on exploratory search—a user-centered design approach
International Journal on Digital Libraries (IJoDL), Springer pp. 37-59, (2015). doi: 10.1007/s00799-014-0134-yVisual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks
Computer Graphics Forum (CGF) pp. 401-410, (2014). doi: 10.1111/cgf.12396MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 2257-2266, (2013). doi: 10.1109/TVCG.2013.178Assisted Descriptor Selection Based on Visual Comparative Data Analysis
Computer Graphics Forum (CGF) pp. 891-900, (2011). doi: 10.1111/j.1467-8659.2011.01938.xVisual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps
Information Visualization, Palgrave Macmillan pp. 14-29, (2009). doi: 10.1057/ivs.2008.29
HUMMUS: Blending Data Humanism with Sequential Music Recommender Systems to Foster Explainability and Scrutability
Visual Information Communication and Interaction, ACM (2025). doi: 10.1145/3769534.3769578Blooming Beats: An Interactive Explainable Recommender System for Exploring Personal Music Narratives through Data Humanism Principles
Biannual Conference of the Italian SIGCHI Chapter, ACM (2025). doi: 10.1145/3750069.3750396Val-LLM: A Visual Analytics Approach for the Critical Validation of LLM-Generated Tabular Data
Vision, Modeling, and Visualization, (VMV), Eurographics Association (2025). doi: 10.2312/vmv.20251235
Towards Personal Explanations for Recommender Systems: A Study on the Impact of Familiarity and Urgency
Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction (NordiCHI), Association for Computing Machinery (2024). doi: 10.1145/3677045.3685430LayoutExOmizer: Interactive Exploration and Optimization of 2D Data Layouts
Vision, Modeling, and Visualization, (VMV), Eurographics Association pp. 99-107, (2021). doi: 10.2312/vmv.20211376Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis
Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (IVAPP, VISIGRAPP) (3) pp. 75-87, (2017). doi: 10.5220/0006116400750087Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data
Visualization and Data Analysis (VDA 2017) (2017). doi: https://doi.org/10.2352/ISSN.2470-1173.2017.1.VDA-387Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections
Electronic Imaging pp. 46-57, (2017). doi: doi:10.2352/ISSN.2470-1173.2017.1.VDA-388FuryExplorer: Visual-Interactive Exploration of Horse Motion Capture Data
Electronic Imaging, SPIE Conference on Visualization and Data Analysis (2015). doi: doi:10.1117/12.2080001User-Based Visual-Interactive Similarity Definition for Mixed Data Objects-Concept and First Implementation
Proceedings of WSCG (22), Eurographics Assciation, Vaclav Skala - Union Agency pp. 329-338, (2014).Visual-Interactive Preprocessing of Time Series Data
SIGRAD, Swedish Chapter of Eurographics (81), Linköping University Electronic Press pp. 39-48, (2012).Guided Discovery of Interesting Relationships Between Time Series Clusters and Metadata Properties
International Conference on Knowledge Management and Knowledge Technologies, ACM pp. 1-22, (2012). doi: 10.1145/2362456.2362485TimeSeriesPaths: Projection-Based Explorative Analysis of Multivariate Time Series Data
Journal of WSCG pp. 97-106, (2012).
PRISM: From Individual Preferences to Group Consensus through Conversational AI-Mediated and Visual Explanations
ACM Conference on Recommender Systems, Association for Computing Machinery pp. 1343–1345, (2025). doi: 10.1145/3705328.3759340
Blooming Beats: An Interactive Music Recommender System Grounded in TRACE Principles and Data Humanism
ACM Conference on Recommender Systems (RecSys), Association for Computing Machinery pp. 1331–1333, (2025). doi: 10.1145/3705328.3759337
Interaction Tasks for Explainable Recommender Systems
EuroVis 2023 - Posters, The Eurographics Association (2023). doi: 10.2312/evp.20231062A Design Space for Explainable Ranking and Ranking Models
EuroVis 2022 - Posters, The Eurographics Association (2022). doi: 10.2312/evp.20221114Enhancing Time Series Segmentation and Labeling Through the Knowledge Generation Model
Eurographics Conference on Visualization (EuroVis) - Poster, The Eurographics Association (2015).
Interactive Multi-Criteria Optimization of 2D Color Maps
Vision, Modelling and Visualization (VMV) (2014). doi: 10.13140/RG.2.2.34782.74560
Cluster Correspondence Views for Enhanced Analysis of SOM Displays
IEEE Symposium on Visual Analytics Science and Technology pp. 217-218, (2010). doi: 10.1109/VAST.2010.5651676
Micro-Macro Views for Visual Trajectory Cluster Analysis
Eurographics/IEEE Symposium on Visualization (2009).
Data Humanism Decoded: A Characterization of its Principles to Bridge Data Visualization Researchers and Practitioners
IEEE Visualization Conference - Short Papers, IEEE (2025). doi: https://doi.org/10.48550/arXiv.2509.00440RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings
EuroVis 2023 - Short Papers, The Eurographics Association (2023). doi: 10.2312/evs.20231036
Does the Layout Really Matter? A Study on Visual Model Accuracy Estimation
IEEE Visualization Conference - Short Papers, IEEE pp. 61-65, (2021). doi: 10.1109/VIS49827.2021.9623326
Learning from the Best - Visual Analysis of a Quasi-Optimal Data Labeling Strategy
EuroVis 2018 - Short Papers, The Eurographics Association (2018). doi: 10.2312/eurovisshort.20181085Exploratory search in time-oriented primary data
Technische Universität Darmstadt, Dissertation, PhD Thesis (Dissertation) (2015).
HUMMUS: A Human-Centered Approach to Sequential Recommendation Explainability through Data Humanism
ACM RecSys Workshop on Music Recommender Systems (MuRS), ACM (2025).The Human-Data-Model Interaction Canvas for Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251096A Design Space for the Critical Validation of LLM-Generated Tabular Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251101SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024).ScrollyPOI: A Narrative-Driven Interactive Recommender System for Points-of-Interest Exploration and Explainability
ACM Conference on User Modeling, Adaptation and Personalization (UMAP), Association for Computing Machinery pp. 292–304, (2024). doi: 10.1145/3631700.3665183Why am I reading this? Explaining Personalized News Recommender Systems
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2023). doi: 10.2312/eurova.20231099What Shall We Watch Tonight? Why Sometimes Your Favourite Streaming Service Just Cannot Manage to Recommend Anything Interesting
IEEE VIS Workshop on Visualization for AI Explainability (2022).Interactive Visual Explanation of Incremental Data Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2022). doi: 10.2312/eurova.20221073LFPeers: Temporal Similarity Search in Covid-19 Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211098SepEx: Visual Analysis of Class Separation Measures
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2020). doi: 10.2312/eurova.20201079
Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2020). doi: 10.2312/eurova.20201088Visual Analysis of Degree-of-Interest Functions to Support Selection Strategies for Instance Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: https://doi.org/10.2312/eurova.20191116mVis in the Wild: Pre-Study of an Interactive Visual Machine Learning System for Labelling
IEEE VIS 2019 Workshop on Evaluation of Interactive Visual Machine Learning Systems (2019).Speculative Execution for Guided Visual Analytics
VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018). doi: 10.1109/MLUI52768.2018.10075559Minions, Sheep, and Fruits: Metaphorical Narratives to Explain Artificial Intelligence and Build Trust
IEEE VIS Workshop on Visualization for AI Explainability (2018). doi: urn:nbn:de:bsz:352-2-1q5oi0xg28s59Personalized Visual-Interactive Music Classification
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181109Combining Cluster and Outlier Analysis with Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171114Visual-Interactive Segmentation of Multivariate Time Series
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161121Visual-Interactive Exploration of Relations Between Time-Oriented Data and Multivariate Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161124Visual Analysis of Relations in Attributed Time-Series Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2015). doi: 10.2312/eurova.20151105A Visual Active Learning System for the Assessment of Patient Well-being in Prostate Cancer Research
IEEE VIS Workshop on Visual Analytics in Healthcare, ACM pp. 1-8, (2015). doi: 10.1145/2836034.2836035
Visual-Interactive Labeling (VIAL)
SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024). doi: https://doi.org/10.5167/uzh-275614Systematic validation of LLM-generated structured data - A design space and remaining challenges
Computers & Graphics pp. 104545, (2026). doi: https://doi.org/10.1016/j.cag.2026.104545Scalable Class-Centric Visual Interactive Labeling
Computers & Graphics pp. 104240, (2025). doi: https://doi.org/10.1016/j.cag.2025.104240DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing – A Design Study
IEEE Transactions on Visualization and Computer Graphics pp. 1-11, (2024). doi: 10.1109/TVCG.2024.3456329LFPeers: Temporal Similarity Search and Result Exploration
Computers & Graphics (2023). doi: https://doi.org/10.1016/j.cag.2023.06.009How applicable are attribute-based approaches for human-centered ranking creation?
Computers & Graphics pp. 45-58, (2023). doi: https://doi.org/10.1016/j.cag.2023.05.004IRVINE: A Design Study on Analyzing Correlation Patterns of Electrical Engines
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 11-21, (2022). doi: 10.1109/TVCG.2021.3114797QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) pp. 1-38, (2021). doi: 10.1145/3429448A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) (2021). doi: 10.1145/3439333Interactive Visual Labelling versus Active Learning: An Experimental Comparison
Frontiers of Information Technology & Electronic Engineering (FITEE) pp. 524-535, (2020). doi: 10.1631/FITEE.1900549Interactive Labelling of a Multivariate Dataset for Supervised Machine Learning Using Linked Visualisations, Clustering, and Active Learning
Visual Informatics pp. 9-17, (2019). doi: 10.1016/j.visinf.2019.03.002Towards User-Centered Active Learning Algorithms
Computer Graphics Forum (CGF) pp. 121-132, (2018). doi: 10.1111/cgf.13406VIAL: a unified process for visual interactive labeling
The Visual Computer (TVCJ) pp. 1189-1207, (2018). doi: 10.1007/s00371-018-1500-3Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study
IEEE Transactions on Visualization and Computer Graphics (TCVG) pp. 298-308, (2018). doi: 10.1109/TVCG.2017.2744818Val-LLM: A Visual Analytics Approach for the Critical Validation of LLM-Generated Tabular Data
Vision, Modeling, and Visualization, (VMV), Eurographics Association (2025). doi: 10.2312/vmv.20251235
"It s like a glimpse into the future": Exploring the Role of Blood Glucose Prediction Technologies for Type 1 Diabetes Self-Management
CHI Conference on Human Factors in Computing Systems (CHI), Association for Computing Machinery (2024). doi: 10.1145/3613904.3642234Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis
Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (IVAPP, VISIGRAPP) (3) pp. 75-87, (2017). doi: 10.5220/0006116400750087Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data
Visualization and Data Analysis (VDA 2017) (2017). doi: https://doi.org/10.2352/ISSN.2470-1173.2017.1.VDA-387User-Based Visual-Interactive Similarity Definition for Mixed Data Objects-Concept and First Implementation
Proceedings of WSCG (22), Eurographics Assciation, Vaclav Skala - Union Agency pp. 329-338, (2014).Towards a User-Defined Visual-Interactive Definition of Similarity Functions for Mixed Data
IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2014). doi: 10.1109/VAST.2014.7042503
Adopting Mental Similarity Notions of Categorical Data Objects to Algorithmic Similarity Functions
Vision, Modelling and Visualization (VMV) (2014). doi: 10.13140/RG.2.2.19683.25129RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings
EuroVis 2023 - Short Papers, The Eurographics Association (2023). doi: 10.2312/evs.20231036Does the Layout Really Matter? A Study on Visual Model Accuracy Estimation
IEEE Visualization Conference - Short Papers, IEEE pp. 61-65, (2021). doi: 10.1109/VIS49827.2021.9623326Learning from the Best - Visual Analysis of a Quasi-Optimal Data Labeling Strategy
EuroVis 2018 - Short Papers, The Eurographics Association (2018). doi: 10.2312/eurovisshort.20181085The Human-Data-Model Interaction Canvas for Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251096A Design Space for the Critical Validation of LLM-Generated Tabular Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251101SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024).Interactive Visual Explanation of Incremental Data Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2022). doi: 10.2312/eurova.20221073Visual Analysis of Degree-of-Interest Functions to Support Selection Strategies for Instance Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: https://doi.org/10.2312/eurova.20191116mVis in the Wild: Pre-Study of an Interactive Visual Machine Learning System for Labelling
IEEE VIS 2019 Workshop on Evaluation of Interactive Visual Machine Learning Systems (2019).Computer-supported Interactive Assignment of Keywords for Literature Collections
IEEE VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018).Personalized Visual-Interactive Music Classification
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181109A Unified Process for Visual-Interactive Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171123Combining Cluster and Outlier Analysis with Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171114A Visual Active Learning System for the Assessment of Patient Well-being in Prostate Cancer Research
IEEE VIS Workshop on Visual Analytics in Healthcare, ACM pp. 1-8, (2015). doi: 10.1145/2836034.2836035
Visual Analytics for Time-Oriented Data
Methoden zur Qualitätsbewertung von Self-organizing Maps (SOM): Unterstützung der Visuellen Clusteranalyse
AV Akademikerverlag, 978-3-639-85612-5 pp. 100 p., (2015).IVESA - Visual Analysis of Time-Stamped Event Sequences
IEEE Transactions on Visualization and Computer Graphics (2024). doi: 10.1109/TVCG.2024.3382760
From wearable sensor data to digital biomarker development: ten lessons learned and a framework proposal
npj Digital Medicine (2024). doi: 10.1038/S41746-024-01151-3LFPeers: Temporal Similarity Search and Result Exploration
Computers & Graphics (2023). doi: https://doi.org/10.1016/j.cag.2023.06.009Visual-Interactive Preprocessing of Multivariate Time Series Data
Computer Graphics Forum (CGF) pp. 401-412, (2019). doi: 10.1111/cgf.13698SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 120-130, (2018). doi: 10.1109/TVCG.2017.2744805VisInfo: a digital library system for time series research data based on exploratory search—a user-centered design approach
International Journal on Digital Libraries (IJoDL), Springer pp. 37-59, (2015). doi: 10.1007/s00799-014-0134-yVisual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks
Computer Graphics Forum (CGF) pp. 401-410, (2014). doi: 10.1111/cgf.12396MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 2257-2266, (2013). doi: 10.1109/TVCG.2013.178
A visual digital library approach for time-oriented scientific primary data
International Journal of Digital Libraries (IJoDL), ECDL 2010 Special Issue, Springer pp. 111-123, (2011). doi: 10.1007/s00799-011-0072-xVisual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps
Information Visualization, Palgrave Macmillan pp. 14-29, (2009). doi: 10.1057/ivs.2008.29AnoScout - Visual Exploration of Anomalies and Anomaly Detection Algorithm Ensembles in Time Series Data
Visual Information Communication and Interaction, ACM (2025). doi: 10.1145/3769534.3769577
Visualizing Time Series Consistency for Feature Selection
Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Vaclav Skala-UNION Agency (2019). doi: http://hdl.handle.net/11025/35593Approaches and Challenges in the Visual-Interactive Comparison of Human Motion Data
Conference on Information Visualization Theory and Applications (IVAPP, VISIGRAPP) pp. 217-224, (2017). doi: 10.5220/0006127502170224Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data
Visualization and Data Analysis (VDA 2017) (2017). doi: https://doi.org/10.2352/ISSN.2470-1173.2017.1.VDA-387Exploratory search in time-oriented primary data
Ausgezeichnete Informatikdissertationen 2015 (D-16), Gesellschaft für Informatik (GI) pp. 11-20, (2016).FuryExplorer: Visual-Interactive Exploration of Horse Motion Capture Data
Electronic Imaging, SPIE Conference on Visualization and Data Analysis (2015). doi: doi:10.1117/12.2080001
Content-based layouts for exploratory metadata search in scientific research data
ACM/IEEE-CS Joint Conference on Digital Libraries, ACM pp. 139-148, (2012). doi: 10.1145/2232817.2232844Visual-Interactive Preprocessing of Time Series Data
SIGRAD, Swedish Chapter of Eurographics (81), Linköping University Electronic Press pp. 39-48, (2012).Guided Discovery of Interesting Relationships Between Time Series Clusters and Metadata Properties
International Conference on Knowledge Management and Knowledge Technologies, ACM pp. 1-22, (2012). doi: 10.1145/2362456.2362485TimeSeriesPaths: Projection-Based Explorative Analysis of Multivariate Time Series Data
Journal of WSCG pp. 97-106, (2012).
Retrieval and Exploratory Search in Multivariate Research Data Repositories Using Regressional Features
ACM/IEEE Joint Conference on Digital Libraries, ACM pp. 363-372, (2011). doi: 10.1145/1998076.1998144Multiscale visual quality assessment for cluster analysis with Self-Organizing Maps
Electronic Imaging, SPIE Conference on Visualization and Data Analysis pp. 1-78680, (2011). doi: 10.1117/12.872545
A Visual Digital Library Approach for Time-Oriented Research Data
European Conference on Digital Libraries (6273), Springer pp. 352-363, (2010). doi: 10.1007/978-3-642-15464-5_35Visual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps
IEEE Symposium on Visual Analytics Science and Technology, IEEE Computer Society pp. 3-10, (2008). doi: 10.1109/VAST.2008.4677350
Towards Combining Attribute-based and Time Series-based Visual Querying
EuroVis 2016 - Posters, The Eurographics Association (2016). doi: 10.2312/eurp.20161145Enhancing Time Series Segmentation and Labeling Through the Knowledge Generation Model
Eurographics Conference on Visualization (EuroVis) - Poster, The Eurographics Association (2015).Visual Exploration of Local Interest Points in Sets of Time Series
Proceedings of IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2012). doi: 10.1109/VAST.2012.6400534Cluster Correspondence Views for Enhanced Analysis of SOM Displays
IEEE Symposium on Visual Analytics Science and Technology pp. 217-218, (2010). doi: 10.1109/VAST.2010.5651676Micro-Macro Views for Visual Trajectory Cluster Analysis
Eurographics/IEEE Symposium on Visualization (2009).
Visual Analytics of Work Behavior Data - Insights on Individual Differences
Eurographics Conference on Visualization (EuroVis) - Short Papers, The Eurographics Association (2015). doi: 10.2312/eurovisshort.20151129Exploratory search in time-oriented primary data
Technische Universität Darmstadt, Dissertation, PhD Thesis (Dissertation) (2015).Methoden zur Qualitätsbewertung von Self-organizing Maps zur Unterstützung des visuellen Analyseprozesses
Technische Universität Darmstadt, Diploma Thesis (Diplomarbeit) (2009).Human-Based and Automatic Feature Ideation for Time Series Data: A Comparative Study
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2023). doi: 10.2312/eurova.20231089
A Data-Centric Methodology and Task Typology for Time-Stamped Event Sequences
VIS Workshop on Evaluation and Beyond — Methodological Approaches for Visualization (BELIV), IEEE pp. 66-76, (2022). doi: 10.1109/BELIV57783.2022.00012LFPeers: Temporal Similarity Search in Covid-19 Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211098
Quantifying Uncertainty in Multivariate Time Series Pre-Processing
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: 10.2312/eurova.20191121Personalized Visual-Interactive Music Classification
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181109Combining the Automated Segmentation and Visual Analysis of Multivariate Time Series
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181112Visual-Interactive Segmentation of Multivariate Time Series
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161121Visual-Interactive Exploration of Relations Between Time-Oriented Data and Multivariate Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161124Visual Analysis of Relations in Attributed Time-Series Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2015). doi: 10.2312/eurova.20151105A Visual Active Learning System for the Assessment of Patient Well-being in Prostate Cancer Research
IEEE VIS Workshop on Visual Analytics in Healthcare, ACM pp. 1-8, (2015). doi: 10.1145/2836034.2836035
Design Studies and Applications
Integrating artificial intelligence tools in health research
npj Digital Medicine (2026). doi: 10.1038/s41746-026-02739-7
VIVA: Virtual Healthcare Interactions Using Visual Analytics, With Controllability Through Configuration
IEEE Transactions on Visualization and Computer Graphics pp. 1-18, (2025). doi: 10.1109/TVCG.2025.3599458DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing – A Design Study
IEEE Transactions on Visualization and Computer Graphics pp. 1-11, (2024). doi: 10.1109/TVCG.2024.3456329MS Pattern Explorer: interactive visual exploration of temporal activity patterns for multiple sclerosis
Journal of the American Medical Informatics Association pp. 2496-2506, (2024). doi: 10.1093/jamia/ocae230IVESA - Visual Analysis of Time-Stamped Event Sequences
IEEE Transactions on Visualization and Computer Graphics (2024). doi: 10.1109/TVCG.2024.3382760
ManuKnowVis: How to Support Different User Groups in Contextualizing and Leveraging Knowledge Repositories
IEEE Transactions on Visualization and Computer Graphics pp. 1-13, (2023). doi: 10.1109/TVCG.2023.3279857
Erfahrungen aus der BarKA-MS-Studie zum Einsatz von Fitnesstrackern in der stationären Neurorehabilitation
Psychiatrie & Neurologie (2022).ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines
IEEE Computer Graphics and Applications pp. 68-80, (2022). doi: 10.1109/MCG.2022.3155306IRVINE: A Design Study on Analyzing Correlation Patterns of Electrical Engines
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 11-21, (2022). doi: 10.1109/TVCG.2021.3114797QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) pp. 1-38, (2021). doi: 10.1145/3429448
Using dashboard networks to visualize multiple patient histories: a design study on post-operative prostate cancer
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 1615-1628, (2018). doi: 10.1109/TVCG.2018.2803829A Visual-Interactive System for Prostate Cancer Cohort Analysis
Computer Graphics and Applications (CG&A), IEEE pp. 44-55, (2015). doi: 10.1109/MCG.2015.49VisInfo: a digital library system for time series research data based on exploratory search—a user-centered design approach
International Journal on Digital Libraries (IJoDL), Springer pp. 37-59, (2015). doi: 10.1007/s00799-014-0134-yVisual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks
Computer Graphics Forum (CGF) pp. 401-410, (2014). doi: 10.1111/cgf.12396MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 2257-2266, (2013). doi: 10.1109/TVCG.2013.178A visual digital library approach for time-oriented scientific primary data
International Journal of Digital Libraries (IJoDL), ECDL 2010 Special Issue, Springer pp. 111-123, (2011). doi: 10.1007/s00799-011-0072-xHUMMUS: Blending Data Humanism with Sequential Music Recommender Systems to Foster Explainability and Scrutability
Visual Information Communication and Interaction, ACM (2025). doi: 10.1145/3769534.3769578Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis
Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (IVAPP, VISIGRAPP) (3) pp. 75-87, (2017). doi: 10.5220/0006116400750087Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data
Visualization and Data Analysis (VDA 2017) (2017). doi: https://doi.org/10.2352/ISSN.2470-1173.2017.1.VDA-387Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections
Electronic Imaging pp. 46-57, (2017). doi: doi:10.2352/ISSN.2470-1173.2017.1.VDA-388Exploratory search in time-oriented primary data
Ausgezeichnete Informatikdissertationen 2015 (D-16), Gesellschaft für Informatik (GI) pp. 11-20, (2016).
Supporting Collaborative Political Decision Making: An Interactive Policy Process Visualization System
Symposium on Visual Information Communication and Interaction, ACM pp. 104-111, (2016). doi: 10.1145/2968220.2968223FuryExplorer: Visual-Interactive Exploration of Horse Motion Capture Data
Electronic Imaging, SPIE Conference on Visualization and Data Analysis (2015). doi: doi:10.1117/12.2080001
Visual Access to an Agent-based Simulation Model to Support Political Decision Making
Conference on Knowledge Technologies and Data-driven Business, ACM pp. 1-16, (2014). doi: 10.1145/2637748.2638410
Combining Computational Models and Interactive Visualization to Support Rational Decision Making
Advances in Visual Computing (8887), Springer International Publishing pp. 345-356, (2014). doi: 10.1007/978-3-319-14249-4_33
Bridging Knowledge Gaps in Policy Analysis with Information Visualization
Conference on Electronic Government (EGOV/ePart Ongoing Research) (221), GI pp. 92-103, (2013).
Adaptive Semantic Visualization for Bibliographic Entries
Advances in Visual Computing (8034), Springer Berlin Heidelberg pp. 13-24, (2013). doi: 10.1007/978-3-642-41939-3_2
Visual Access to Optimization Problems in Strategic Environmental Assessment
Advances in Visual Computing (8034), Springer Berlin Heidelberg pp. 361-372, (2013). doi: 10.1007/978-3-642-41939-3_35A Visual Digital Library Approach for Time-Oriented Research Data
European Conference on Digital Libraries (6273), Springer pp. 352-363, (2010). doi: 10.1007/978-3-642-15464-5_35PRISM: From Individual Preferences to Group Consensus through Conversational AI-Mediated and Visual Explanations
ACM Conference on Recommender Systems, Association for Computing Machinery pp. 1343–1345, (2025). doi: 10.1145/3705328.3759340Blooming Beats: An Interactive Music Recommender System Grounded in TRACE Principles and Data Humanism
ACM Conference on Recommender Systems (RecSys), Association for Computing Machinery pp. 1331–1333, (2025). doi: 10.1145/3705328.3759337
ORD-Xplore: Bridging Open Research Data Collections through Modality Abstractions
EuroVis 2023 - Posters, The Eurographics Association (2023). doi: 10.2312/evp.20231065
Towards a Tighter Coupling of Visualization and Public Policy Making
Proc. IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2014). doi: 10.1109/VAST.2014.7042525
Incident Cards: A Tool for Documenting and Reviewing Experiences with Chronic Conditions
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery (2025). doi: 10.1145/3706599.3720194RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings
EuroVis 2023 - Short Papers, The Eurographics Association (2023). doi: 10.2312/evs.20231036
Visual Access to Performance Indicators in the Mining Sector
EuroVis 2017 - Short Papers, The Eurographics Association (2017). doi: 10.2312/eurovisshort.20171150Visual Analytics of Work Behavior Data - Insights on Individual Differences
Eurographics Conference on Visualization (EuroVis) - Short Papers, The Eurographics Association (2015). doi: 10.2312/eurovisshort.20151129Exploratory search in time-oriented primary data
Technische Universität Darmstadt, Dissertation, PhD Thesis (Dissertation) (2015).
Exploring Multi-Faceted Connections Between Heterogeneous Digital Scholarly Editions: A Data-First Design Study
IEEE VIS Workshop on Visualization for the Digital Humanities (VIS4DH), IEEE (2025).HUMMUS: A Human-Centered Approach to Sequential Recommendation Explainability through Data Humanism
ACM RecSys Workshop on Music Recommender Systems (MuRS), ACM (2025).
Grand Challenge: Mediating Between Confirmatory and Exploratory Research Cultures in Health Sciences and Visual Analytics
IEEE VIS Workshop on Visual Analytics in Healthcare (Grand Challenge Position) (2025).Tag-Xplore: Interactive Exploration of Annotation Practices in Digital Editions
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2024). doi: 10.2312/eurova.20241115
Self-Service Data Preprocessing and Cohort Analysis for Medical Researchers
IEEE Workshop on Visual Analytics in Healthcare (VAHC) pp. 17-24, (2019). doi: 10.1109/VAHC47919.2019.8945040Computer-supported Interactive Assignment of Keywords for Literature Collections
IEEE VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018).Personalized Visual-Interactive Music Classification
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181109
Visual analytics for radiomics: Combining medical imaging with patient data for clinical research
IEEE Workshop on Visual Analytics in Healthcare (VAHC), IEEE pp. 84-91, (2017). doi: 10.1109/VAHC.2017.8387545Visual-Interactive Exploration of Relations Between Time-Oriented Data and Multivariate Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161124
Visual-Interactive Text Analysis to Support Political Decision Making - From Sentiments to Arguments to Policies
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2015). doi: 10.2312/eurova.20151101A Visual Active Learning System for the Assessment of Patient Well-being in Prostate Cancer Research
IEEE VIS Workshop on Visual Analytics in Healthcare, ACM pp. 1-8, (2015). doi: 10.1145/2836034.2836035A Visual-interactive System for Prostate Cancer Stratifications
IEEE Vis Workshop on Visualizing Electronic Health Record Data (EHRVis), IEEE Computer Society (2014).
Theoretical Foundations of Visualization
Systematic validation of LLM-generated structured data - A design space and remaining challenges
Computers & Graphics pp. 104545, (2026). doi: https://doi.org/10.1016/j.cag.2026.104545f-RecX: A framework for designing effective textual explanations in recommender systems’ user interfaces
International Journal of Human-Computer Studies pp. 103627, (2025). doi: https://doi.org/10.1016/j.ijhcs.2025.103627Scalable Class-Centric Visual Interactive Labeling
Computers & Graphics pp. 104240, (2025). doi: https://doi.org/10.1016/j.cag.2025.104240
Refining Established Practices for Research Question Definition to Foster Interdisciplinary Research Skills in a Digital Age: Consensus Study With Nominal Group Technique
JMIR Medical Education pp. e56369, (2025). doi: 10.2196/56369From wearable sensor data to digital biomarker development: ten lessons learned and a framework proposal
npj Digital Medicine (2024). doi: 10.1038/S41746-024-01151-3QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) pp. 1-38, (2021). doi: 10.1145/3429448Co-adaptive visual data analysis and guidance processes
Computers & Graphics (2021). doi: https://doi.org/10.1016/j.cag.2021.06.016A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) (2021). doi: 10.1145/3439333VIAL: a unified process for visual interactive labeling
The Visual Computer (TVCJ) pp. 1189-1207, (2018). doi: 10.1007/s00371-018-1500-3A visual digital library approach for time-oriented scientific primary data
International Journal of Digital Libraries (IJoDL), ECDL 2010 Special Issue, Springer pp. 111-123, (2011). doi: 10.1007/s00799-011-0072-xApproaches and Challenges in the Visual-Interactive Comparison of Human Motion Data
Conference on Information Visualization Theory and Applications (IVAPP, VISIGRAPP) pp. 217-224, (2017). doi: 10.5220/0006127502170224
A survey and task-based quality assessment of static 2D colormaps
Electronic Imaging, SPIE Conference on Visualization and Data Analysis pp. 93970M-93970M-16, (2015). doi: 10.1117/12.2079841A Visual Digital Library Approach for Time-Oriented Research Data
European Conference on Digital Libraries (6273), Springer pp. 352-363, (2010). doi: 10.1007/978-3-642-15464-5_35
Feedback Loops in Faceted Search: Potential and Challenges for Dynamic Information Landscapes
EuroVis 2026 - Posters and Demos, Eurographics (2026). doi: 10.2312/evpd.20261010Interaction Tasks for Explainable Recommender Systems
EuroVis 2023 - Posters, The Eurographics Association (2023). doi: 10.2312/evp.20231062A Design Space for Explainable Ranking and Ranking Models
EuroVis 2022 - Posters, The Eurographics Association (2022). doi: 10.2312/evp.20221114Enhancing Time Series Segmentation and Labeling Through the Knowledge Generation Model
Eurographics Conference on Visualization (EuroVis) - Poster, The Eurographics Association (2015).Towards a User-Defined Visual-Interactive Definition of Similarity Functions for Mixed Data
IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2014). doi: 10.1109/VAST.2014.7042503
Future Challenges and Unsolved Problems in Health Visualization
EuroVis 2025 - Panels and Tutorials, The Eurographics Association (2025). doi: 10.2312/evt.20251119Data Humanism Decoded: A Characterization of its Principles to Bridge Data Visualization Researchers and Practitioners
IEEE Visualization Conference - Short Papers, IEEE (2025). doi: https://doi.org/10.48550/arXiv.2509.00440
The Future of Interactive Data Analysis and Visualization
EuroVis 2023 - Panel, The Eurographics Association (2023). doi: 10.2312/evt.20231119Exploratory search in time-oriented primary data
Technische Universität Darmstadt, Dissertation, PhD Thesis (Dissertation) (2015).The Human-Data-Model Interaction Canvas for Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251096A Design Space for the Critical Validation of LLM-Generated Tabular Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251101Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop
IEEE VIS: Visualization in Data Science Symposium (VDS), IEEE (2024). doi: 10.1109/VDS63897.2024.00005A Data-Centric Methodology and Task Typology for Time-Stamped Event Sequences
VIS Workshop on Evaluation and Beyond — Methodological Approaches for Visualization (BELIV), IEEE pp. 66-76, (2022). doi: 10.1109/BELIV57783.2022.00012A Taxonomy of Attribute Scoring Functions
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211095Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2020). doi: 10.2312/eurova.20201088Quantifying Uncertainty in Multivariate Time Series Pre-Processing
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: 10.2312/eurova.20191121Speculative Execution for Guided Visual Analytics
VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018). doi: 10.1109/MLUI52768.2018.10075559Minions, Sheep, and Fruits: Metaphorical Narratives to Explain Artificial Intelligence and Build Trust
IEEE VIS Workshop on Visualization for AI Explainability (2018). doi: urn:nbn:de:bsz:352-2-1q5oi0xg28s59
Lowering the Barrier for Successful Replication and Evaluation
IEEE VIS Workshop on Evaluation and Beyond - Methodological Approaches for Visualizations (BELIV), IEEE (2018).Combining the Automated Segmentation and Visual Analysis of Multivariate Time Series
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181112A Unified Process for Visual-Interactive Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171123Structuring the Strategies for Integrating Visualization into Automated Modeling Techniques for Visual Analytics
IEEE VIS Workshop on Creation, Curation, Critique and Conditioning of Principles and Guidelines in Visualization (C4PGV) (2016).
Experiments and Empirical Work
SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024). doi: https://doi.org/10.5167/uzh-275614f-RecX: A framework for designing effective textual explanations in recommender systems’ user interfaces
International Journal of Human-Computer Studies pp. 103627, (2025). doi: https://doi.org/10.1016/j.ijhcs.2025.103627Scalable Class-Centric Visual Interactive Labeling
Computers & Graphics pp. 104240, (2025). doi: https://doi.org/10.1016/j.cag.2025.104240Refining Established Practices for Research Question Definition to Foster Interdisciplinary Research Skills in a Digital Age: Consensus Study With Nominal Group Technique
JMIR Medical Education pp. e56369, (2025). doi: 10.2196/56369MS Pattern Explorer: interactive visual exploration of temporal activity patterns for multiple sclerosis
Journal of the American Medical Informatics Association pp. 2496-2506, (2024). doi: 10.1093/jamia/ocae230How applicable are attribute-based approaches for human-centered ranking creation?
Computers & Graphics pp. 45-58, (2023). doi: https://doi.org/10.1016/j.cag.2023.05.004ProSeCo: Visual analysis of class separation measures and dataset characteristics
Computers & Graphics pp. 48-60, (2021). doi: https://doi.org/10.1016/j.cag.2021.03.004
The Effect of Alignment on Peoples Ability to Judge Event Sequence Similarity
IEEE Transactions on Visualization and Computer Graphics pp. 1-1, (2021). doi: 10.1109/TVCG.2021.3050497Interactive Visual Labelling versus Active Learning: An Experimental Comparison
Frontiers of Information Technology & Electronic Engineering (FITEE) pp. 524-535, (2020). doi: 10.1631/FITEE.1900549Towards User-Centered Active Learning Algorithms
Computer Graphics Forum (CGF) pp. 121-132, (2018). doi: 10.1111/cgf.13406Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study
IEEE Transactions on Visualization and Computer Graphics (TCVG) pp. 298-308, (2018). doi: 10.1109/TVCG.2017.2744818
Functional Outcomes and Quality of Life After Radical Prostatectomy Only Versus a Combination of Prostatectomy with Radiation and Hormonal Therapy
European Urology pp. 330-336, (2017). doi: https://doi.org/10.1016/j.eururo.2016.11.015
Toxicity in a Multimodality Approach of Radical Prostatectomy with Radiation and Hormonal Therapy
Journal of Clinical Oncology (JCO) pp. 107, (2016).Towards Personal Explanations for Recommender Systems: A Study on the Impact of Familiarity and Urgency
Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction (NordiCHI), Association for Computing Machinery (2024). doi: 10.1145/3677045.3685430"It s like a glimpse into the future": Exploring the Role of Blood Glucose Prediction Technologies for Type 1 Diabetes Self-Management
CHI Conference on Human Factors in Computing Systems (CHI), Association for Computing Machinery (2024). doi: 10.1145/3613904.3642234A survey and task-based quality assessment of static 2D colormaps
Electronic Imaging, SPIE Conference on Visualization and Data Analysis pp. 93970M-93970M-16, (2015). doi: 10.1117/12.2079841
Explorative Analysis of 2D Color Maps
Proceedings of WSCG (23), Eurographics Assciation, Vaclav Skala - Union Agency pp. 151-160, (2015).
A Survey of Direction-preserving Layout Strategies
Spring Conference on Computer Graphics, ACM pp. 21-28, (2014). doi: 10.1145/2643188.2643189User-Based Visual-Interactive Similarity Definition for Mixed Data Objects-Concept and First Implementation
Proceedings of WSCG (22), Eurographics Assciation, Vaclav Skala - Union Agency pp. 329-338, (2014).
Toxicity in a Multimodality Approach of Radical Prostatectomy with Radiation and Hormonal Therapy
Genitourinary Cancers Symposium (2016). doi: 10.1200/jco.2016.34.2_suppl.107Adopting Mental Similarity Notions of Categorical Data Objects to Algorithmic Similarity Functions
Vision, Modelling and Visualization (VMV) (2014). doi: 10.13140/RG.2.2.19683.25129Interactive Multi-Criteria Optimization of 2D Color Maps
Vision, Modelling and Visualization (VMV) (2014). doi: 10.13140/RG.2.2.34782.74560Data Humanism Decoded: A Characterization of its Principles to Bridge Data Visualization Researchers and Practitioners
IEEE Visualization Conference - Short Papers, IEEE (2025). doi: https://doi.org/10.48550/arXiv.2509.00440
Reflections on interactive visualization of electronic health records: past, present, future
Journal of the American Medical Informatics Association pp. 2423-2428, (2024). doi: 10.1093/jamia/ocae249Does the Layout Really Matter? A Study on Visual Model Accuracy Estimation
IEEE Visualization Conference - Short Papers, IEEE pp. 61-65, (2021). doi: 10.1109/VIS49827.2021.9623326Learning from the Best - Visual Analysis of a Quasi-Optimal Data Labeling Strategy
EuroVis 2018 - Short Papers, The Eurographics Association (2018). doi: 10.2312/eurovisshort.20181085Visual Analytics of Work Behavior Data - Insights on Individual Differences
Eurographics Conference on Visualization (EuroVis) - Short Papers, The Eurographics Association (2015). doi: 10.2312/eurovisshort.20151129
Revisiting Perceptually Optimized Color Mapping for High-Dimensional Data Analysis
EuroVis - Short Papers, The Eurographics Association (2014). doi: 10.2312/eurovisshort.20141163Exploratory search in time-oriented primary data
Technische Universität Darmstadt, Dissertation, PhD Thesis (Dissertation) (2015).Exploring Multi-Faceted Connections Between Heterogeneous Digital Scholarly Editions: A Data-First Design Study
IEEE VIS Workshop on Visualization for the Digital Humanities (VIS4DH), IEEE (2025).SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024).Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop
IEEE VIS: Visualization in Data Science Symposium (VDS), IEEE (2024). doi: 10.1109/VDS63897.2024.00005Human-Based and Automatic Feature Ideation for Time Series Data: A Comparative Study
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2023). doi: 10.2312/eurova.20231089A Data-Centric Methodology and Task Typology for Time-Stamped Event Sequences
VIS Workshop on Evaluation and Beyond — Methodological Approaches for Visualization (BELIV), IEEE pp. 66-76, (2022). doi: 10.1109/BELIV57783.2022.00012mVis in the Wild: Pre-Study of an Interactive Visual Machine Learning System for Labelling
IEEE VIS 2019 Workshop on Evaluation of Interactive Visual Machine Learning Systems (2019).Lowering the Barrier for Successful Replication and Evaluation
IEEE VIS Workshop on Evaluation and Beyond - Methodological Approaches for Visualizations (BELIV), IEEE (2018).
Methods and a research agenda for the evaluation of event sequence visualization techniques
IEEE VIS 2016 Workshop on Temporal \& Sequential Event Analysis. (2016). doi: https://eprints.whiterose.ac.uk/id/eprint/106008/
Visual Analytics in Health Care
Integrating artificial intelligence tools in health research
npj Digital Medicine (2026). doi: 10.1038/s41746-026-02739-7VIVA: Virtual Healthcare Interactions Using Visual Analytics, With Controllability Through Configuration
IEEE Transactions on Visualization and Computer Graphics pp. 1-18, (2025). doi: 10.1109/TVCG.2025.3599458Refining Established Practices for Research Question Definition to Foster Interdisciplinary Research Skills in a Digital Age: Consensus Study With Nominal Group Technique
JMIR Medical Education pp. e56369, (2025). doi: 10.2196/56369DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing – A Design Study
IEEE Transactions on Visualization and Computer Graphics pp. 1-11, (2024). doi: 10.1109/TVCG.2024.3456329MS Pattern Explorer: interactive visual exploration of temporal activity patterns for multiple sclerosis
Journal of the American Medical Informatics Association pp. 2496-2506, (2024). doi: 10.1093/jamia/ocae230From wearable sensor data to digital biomarker development: ten lessons learned and a framework proposal
npj Digital Medicine (2024). doi: 10.1038/S41746-024-01151-3LFPeers: Temporal Similarity Search and Result Exploration
Computers & Graphics (2023). doi: https://doi.org/10.1016/j.cag.2023.06.009Erfahrungen aus der BarKA-MS-Studie zum Einsatz von Fitnesstrackern in der stationären Neurorehabilitation
Psychiatrie & Neurologie (2022).Using dashboard networks to visualize multiple patient histories: a design study on post-operative prostate cancer
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 1615-1628, (2018). doi: 10.1109/TVCG.2018.2803829Functional Outcomes and Quality of Life After Radical Prostatectomy Only Versus a Combination of Prostatectomy with Radiation and Hormonal Therapy
European Urology pp. 330-336, (2017). doi: https://doi.org/10.1016/j.eururo.2016.11.015Toxicity in a Multimodality Approach of Radical Prostatectomy with Radiation and Hormonal Therapy
Journal of Clinical Oncology (JCO) pp. 107, (2016).A Visual-Interactive System for Prostate Cancer Cohort Analysis
Computer Graphics and Applications (CG&A), IEEE pp. 44-55, (2015). doi: 10.1109/MCG.2015.49"It s like a glimpse into the future": Exploring the Role of Blood Glucose Prediction Technologies for Type 1 Diabetes Self-Management
CHI Conference on Human Factors in Computing Systems (CHI), Association for Computing Machinery (2024). doi: 10.1145/3613904.3642234Toxicity in a Multimodality Approach of Radical Prostatectomy with Radiation and Hormonal Therapy
Genitourinary Cancers Symposium (2016). doi: 10.1200/jco.2016.34.2_suppl.107Future Challenges and Unsolved Problems in Health Visualization
EuroVis 2025 - Panels and Tutorials, The Eurographics Association (2025). doi: 10.2312/evt.20251119Incident Cards: A Tool for Documenting and Reviewing Experiences with Chronic Conditions
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery (2025). doi: 10.1145/3706599.3720194Reflections on interactive visualization of electronic health records: past, present, future
Journal of the American Medical Informatics Association pp. 2423-2428, (2024). doi: 10.1093/jamia/ocae249RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings
EuroVis 2023 - Short Papers, The Eurographics Association (2023). doi: 10.2312/evs.20231036Visual Analytics of Work Behavior Data - Insights on Individual Differences
Eurographics Conference on Visualization (EuroVis) - Short Papers, The Eurographics Association (2015). doi: 10.2312/eurovisshort.20151129Grand Challenge: Mediating Between Confirmatory and Exploratory Research Cultures in Health Sciences and Visual Analytics
IEEE VIS Workshop on Visual Analytics in Healthcare (Grand Challenge Position) (2025).Self-Service Data Preprocessing and Cohort Analysis for Medical Researchers
IEEE Workshop on Visual Analytics in Healthcare (VAHC) pp. 17-24, (2019). doi: 10.1109/VAHC47919.2019.8945040Visual analytics for radiomics: Combining medical imaging with patient data for clinical research
IEEE Workshop on Visual Analytics in Healthcare (VAHC), IEEE pp. 84-91, (2017). doi: 10.1109/VAHC.2017.8387545A Visual Active Learning System for the Assessment of Patient Well-being in Prostate Cancer Research
IEEE VIS Workshop on Visual Analytics in Healthcare, ACM pp. 1-8, (2015). doi: 10.1145/2836034.2836035A Visual-interactive System for Prostate Cancer Stratifications
IEEE Vis Workshop on Visualizing Electronic Health Record Data (EHRVis), IEEE Computer Society (2014).
Exploratory Search
HAXplorer: Interactive visual exploration of hierarchical item and attribute spaces
Computers & Graphics pp. 104233, (2025). doi: https://doi.org/10.1016/j.cag.2025.104233LFPeers: Temporal Similarity Search and Result Exploration
Computers & Graphics (2023). doi: https://doi.org/10.1016/j.cag.2023.06.009VisInfo: a digital library system for time series research data based on exploratory search—a user-centered design approach
International Journal on Digital Libraries (IJoDL), Springer pp. 37-59, (2015). doi: 10.1007/s00799-014-0134-yMotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 2257-2266, (2013). doi: 10.1109/TVCG.2013.178A visual digital library approach for time-oriented scientific primary data
International Journal of Digital Libraries (IJoDL), ECDL 2010 Special Issue, Springer pp. 111-123, (2011). doi: 10.1007/s00799-011-0072-xExploratory search in time-oriented primary data
Ausgezeichnete Informatikdissertationen 2015 (D-16), Gesellschaft für Informatik (GI) pp. 11-20, (2016).Content-based layouts for exploratory metadata search in scientific research data
ACM/IEEE-CS Joint Conference on Digital Libraries, ACM pp. 139-148, (2012). doi: 10.1145/2232817.2232844Retrieval and Exploratory Search in Multivariate Research Data Repositories Using Regressional Features
ACM/IEEE Joint Conference on Digital Libraries, ACM pp. 363-372, (2011). doi: 10.1145/1998076.1998144Feedback Loops in Faceted Search: Potential and Challenges for Dynamic Information Landscapes
EuroVis 2026 - Posters and Demos, Eurographics (2026). doi: 10.2312/evpd.20261010ORD-Xplore: Bridging Open Research Data Collections through Modality Abstractions
EuroVis 2023 - Posters, The Eurographics Association (2023). doi: 10.2312/evp.20231065Towards Combining Attribute-based and Time Series-based Visual Querying
EuroVis 2016 - Posters, The Eurographics Association (2016). doi: 10.2312/eurp.20161145Exploratory search in time-oriented primary data
Technische Universität Darmstadt, Dissertation, PhD Thesis (Dissertation) (2015).Exploring Multi-Faceted Connections Between Heterogeneous Digital Scholarly Editions: A Data-First Design Study
IEEE VIS Workshop on Visualization for the Digital Humanities (VIS4DH), IEEE (2025).LFPeers: Temporal Similarity Search in Covid-19 Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211098Smart Query Definition for Content-Based Search in Large Sets of Graphs
International Symposium on Visual Analytics Science and Technology, Eurographics Association pp. 7-12, (2010). doi: /10.2312/PE/EuroVAST/EuroVAST10/007-012
Data Sets (Open Access)
100 Synthetic Datasets for the Analysis of Class Separation Measures
Used in Publication - SepEx: Visual Analysis of Class Separation Measures (2020).
30 years of synoptic observations from Neumayer Station with links to datasets
PANGAEA - Data Publisher for Earth and Environmental Science (2014). doi: 10.1594/PANGAEA.150017
Reference list of 120 datasets from time series station Payerne used for exploratory search
PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: doi:10.1594/PANGAEA.783598
Reference list of 265 sources used for the discovery of relationships between data clusters and metadata properties
PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: doi:10.1594/PANGAEA.785666
Reference list of 269 sources used for exploratory search
PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: 10.1594/PANGAEA.778638
Time-oriented earth observation measurements from the Baseline Surface Radiation Network (BSRN) in the years 1992 to 2012, reference list of 6813 datasets
PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: doi:10.1594/PANGAEA.787726
Reference list of sources used for two experimental data files dataBSRN and dataMixed
PANGAEA - Data Publisher for Earth and Environmental Science (2011). doi: doi:10.1594/PANGAEA.756307
Awards & Honors
| Honorable Mention Award | VMV, Erlangen, GER | ValLLM: A VA Approach for the Validation of LLM-Generated Data (VMV) | 2025 |
| Best Paper Award | EuroVA, Luxemburg, LUX | A Design Space for the Validation of LLM-Generated Tabular Data (EuroVA) | 2025 |
| UZH Semester Award | University of Zurich, Zurich, CH | Bachelor Thesis of Paul Ferdinand Safari (Superv.) (UZH) | 2024 |
| EuroGraphics Young Researcher Award | EuroGraphics, Reims, FR | For his outstanding contributions to Computer Graphics in the area of information visualization and visual analytics (Eurographics) | 2022 |
| Best Paper Award | IEEE VIS, New Orleans, USA | IRVINE: A Design Study on Analyzing Correlation Patterns (...) (TVCG) | 2021 |
| EuroVis Young Researcher Award | EuroVis, Zurich, CH | For his significant contributions to the European Visualization Community (EuroVis) | 2021 |
| Best Paper Award | EuroVA, Zurich, CH | LFPeers: Temporal Similarity Search in Covid-19 Data (EuroVA) | 2021 |
| Best Paper Award | EuroVA, Norrköping, SWE | Learning and Teaching in Co-Adaptive Guidance (...) (EuroVA) | 2020 |
| 4th most-contributing Author all Time | EuroVA, Porto, POR | 10th Anniversary of EuroVA - 8 Publications between 2010 and 2019 (EuroVA) | 2019 |
| Best Paper Award Nom. | EuroVA, Porto, POR | Visual Analysis of Degree-of-Interest Functions (...) | 2019 |
| Datenlotsen Price | TU Darmstadt, GER | Best Student Thesis of Christian Ritter (Supervision) | 2018 |
| Best Paper Award Nom. | EuroVA, Brno, CZR | Personalized Visual-Interactive Music Classification | 2018 |
| Honorable Mention for Best P. | Fraunhofer IGD, DA, GER | Comparing visual-interactive labeling with active learning (IEEE) | 2018 |
| Dirk Bartz Price | Eurographics EG, Lyon, FRA | Visual Computing in Medicine (Eurographics) | 2017 |
| Best Paper Award | IVAPP/VISGRAPP, Porto, POR | Visual-Interactive Similarity Search for Complex Objects (...) | 2017 |
| Hugo-Geiger Preis | Fraunhofer, München, GER | Excellent dissertations in the Fraunhofer society (Press Release) | 2016 |
| GI Best PhD Thesis Award Nom. | Gesellschaft für Informatik (GI), Dagstuhl, GER | Excellent Dissertations in Computer Science, candidate for TU Darmstadt (GI Dissertation Prize) | 2016 |
| Best Paper Award Nom. | EuroVA, Groningen, NED | Visual-Interactive Segmentation of Multivariate Time Series | 2016 |
| Best Industrial Project Awd. | Fraunhofer IGD, DA, GER | In collaboration with UKE Universitätsklinikum Hamburg Eppendorf | 2016 |
| Best Paper Award | Fraunhofer IGD, DA, GER | A Visual-Interactive System for Prostate Cancer (...) GC&A (Report) | 2016 |
| Dissertation | TU Darmstadt, GER | Disputation with ”summa-cum-laude“ | 2015 |
| Best Paper Award | i-KNOW, Graz, AUT | Conference on Knowledge Tech. and Data-driven Business (i-KNOW) | 2014 |
| Best Industrial Project Awd. | Fraunhofer IGD, DA, GER | In collaboration with IVA/Fraunhofer IGD and UKE, Hamburg, Germany | 2014 |
| Honorable Mention for Best P. | Fraunhofer IGD, DA, GER | Content-based layouts for exploratory metadata search (...) (Report) | 2013 |
| Best Student Paper Award | JCDL, Washington, USA | Content-based layouts for exploratory metadata search (...) (JCDL) | 2012 |
| Honorable Mention for Best P. | Fraunhofer IGD, DA, GER | A visual digital library approach for time-oriented scientific primary data | 2011 |
| Best Paper Award | Fraunhofer IGD, DA, GER | Visual Cluster Analysis of Trajectory Data With Interactive Kohonen Maps | 2010 |
| Best Diploma Thesis Awd. | Fraunhofer IGD, DA, GER | Methoden zur Qualitätsbewertung von Self-organizing Maps SOM (...) | 2010 |
Invited Talks
| Interaktive Datenvisualisierung als Mensch-Maschine Schnittstelle | Data Literacy Club, Zurich, CH | 2026 |
| Human-Centered AI Interfaces for Data-Driven Decision Making | GIScience Colloquium Series, UZH, Zurich, CH | 2025 |
| Human Knowledge and Preference Externalization for IVDA | Keynote at the VizTIG Symposium, University of Leeds, UK | 2025 |
| Datenanalyse und Visualisierung | Alumni Event, WWF Faculty, UZH, Zurich, CH | 2025 |
| Decision-Making in the Age of AI: Interactive Visual Data Analytics | SIRA Brown Bag Talk, Swiss Informatics Research, CH | 2025 |
| Human Knowledge and Preference Externalization for Personalized VA | SFB TR 161, University of Stuttgart, GER | 2025 |
| Visual Analytics: Mensch und Maschine im Dialog mit Daten | Computer Graphic Night, Fraunhofer IGD, Darmstadt, GER | 2024 |
| Generative AI - Designing Interactive AI Systems | CAS Certificate of Advanced Studies, Zurich, CH | 2024 |
| Data Visualization - CAS Datenmanagement und Informationstechnologien | Certificate of Advanced Studies, UZH, CH | 2024 |
| Interactive Data Visualization with AI - Ethical and Reflective Prompt Eng. | DSI Minor Lecture Series, DSI, CH | 2024 |
| Visual Analytics in Healthcare | Monash University, Melbourne, AUS | 2023 |
| Interactive Visual Data Analysis | DSI PhD Excellence Track, DSI, CH | 2023 |
| Data Analysis - Challenges and Opportunities | Robotics and Perception Group, UZH, CH | 2022 |
| Human-Centered Data Analysis | Forschungsgruppe Financial Economics (IBF), UZH, CH | 2022 |
| Interaktion und Raum | DSI Perspektiven, UFSP Sprache und Raum, UZH, CH | 2022 |
| Interacting With Data | Inaugural Lecture, Univeristy of Zurich, CH | 2022 |
| Interactive Data Science with the Human-in-the-Loop | BMW, Bayerische Motorenwerke, Munich, GER | 2021 |
| Interactive Visual Data Analysis | University of Zurich, CH | 2020 |
| Enhancing Human Centered and Interactive Machine Learning | Aarhus University, DEN | 2019 |
| Enhancing Human-Centered Machine Learning with Visual Analytics | Visual Computing Forum, University of Bergen, NOR | 2019 |
| Enhancing Interactive Data Science with Visual Analytics | University of Rostock, GER | 2019 |
| Visual-Interactive Data Science | University of Zurich, CH | 2019 |
| Transparent Machine Learning with Visual Analytics | VIS in Practice at VIS 2018, Berlin, GER | 2018 |
| Visual-Interactive Machine Learning | TU Graz, AUT | 2018 |
| Visual-Interactive Data Science | City, University of London, UK | 2018 |
| Visual-Interactive Machine Learning | University of Konstanz, GER | 2018 |
| Interactive Visual Data Science | University of Trier, GER | 2018 |
| Data Visualization and Visual Analytics | Graduate School of Excellellence, TU Darmstadt, GER | 2018 |
| Machine Learning with the User-in-the-Loop | VRVis, Center for VR und Vis, Vienna, AUT | 2018 |
| Visual-Interactive Machine Learning for Time-Oriented Data | University of Konstanz, GER | 2018 |
| Visual Computing for Big Data Analysis in Prostate Cancer Research | Dirk Bartz Price Talk, Eurographics, Lyon, FRA | 2017 |
| Exploratory Search in Time-Oriented Data | Vienna University of Technology, Vienna, AUT | 2017 |
| Visual Analytics meets Machine Learning | St. Poelten University of Applied Sciences, St. Pölten, AUT | 2017 |
| Visual Analytics meets Human Motion Analysis | University of Bonn, Bonn, GER | 2016 |
| Explorative Suche in Zeitbasierten Primärdaten | Gesellschaft für Informatik, Award Nomin., Dagstuhl, GER | 2015 |
| Relation Seeking between Time Series Data and Multivariate Data | Conference on Artificial Intelligence (AI), Cambridge, UK | 2015 |
| Exploratory Search in Time-Oriented Primary Data | PhD Defense, University of Darmstadt, GER | 2015 |
| Visual Analysis of Time-oriented Data | British Telecom, Ipswich, UK | 2013 |
| Visual Analysis of Time-oriented Data | Conference on Artificial Intelligence (AI), Cambridge, UK | 2013 |
| Content-based vs. Metadata-based Search and Analysis | Research Worksop, University of Konstanz, GER | 2012 |
| Visual Access to Time-Oriented Scientific Primary Data | Deutsches Klimarechenzentrum (DKRZ), Hamburg, GER | 2011 |
| Visualization and Search for Time-Oriented Scientific Primary Data | DataCite, Technische Informationsbib. Hannover (TIB), GER | 2010 |
Publications by Year
Publications by Type
Theses
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T002 |
Exploratory search in time-oriented primary data Technische Universität Darmstadt, Dissertation, PhD Thesis (Dissertation) (2015). |
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T001 |
Methoden zur Qualitätsbewertung von Self-organizing Maps zur Unterstützung des visuellen Analyseprozesses Technische Universität Darmstadt, Diploma Thesis (Diplomarbeit) (2009). |
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Books
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B001 |
Methoden zur Qualitätsbewertung von Self-organizing Maps (SOM): Unterstützung der Visuellen Clusteranalyse AV Akademikerverlag, 978-3-639-85612-5 pp. 100 p., (2015). |
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Peer-reviewed Journal Articles
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J042 |
Integrating artificial intelligence tools in health research npj Digital Medicine (2026). doi: 10.1038/s41746-026-02739-7 |
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J041 |
Systematic validation of LLM-generated structured data - A design space and remaining challenges Computers & Graphics pp. 104545, (2026). doi: https://doi.org/10.1016/j.cag.2026.104545 |
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J040 |
f-RecX: A framework for designing effective textual explanations in recommender systems’ user interfaces International Journal of Human-Computer Studies pp. 103627, (2025). doi: https://doi.org/10.1016/j.ijhcs.2025.103627 |
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J039 |
VIVA: Virtual Healthcare Interactions Using Visual Analytics, With Controllability Through Configuration IEEE Transactions on Visualization and Computer Graphics pp. 1-18, (2025). doi: 10.1109/TVCG.2025.3599458 |
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J038 |
HAXplorer: Interactive visual exploration of hierarchical item and attribute spaces Computers & Graphics pp. 104233, (2025). doi: https://doi.org/10.1016/j.cag.2025.104233 |
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J037 |
Scalable Class-Centric Visual Interactive Labeling Computers & Graphics pp. 104240, (2025). doi: https://doi.org/10.1016/j.cag.2025.104240 |
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J036 |
Refining Established Practices for Research Question Definition to Foster Interdisciplinary Research Skills in a Digital Age: Consensus Study With Nominal Group Technique JMIR Medical Education pp. e56369, (2025). doi: 10.2196/56369 |
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J035 |
DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing – A Design Study IEEE Transactions on Visualization and Computer Graphics pp. 1-11, (2024). doi: 10.1109/TVCG.2024.3456329 |
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J034 |
MS Pattern Explorer: interactive visual exploration of temporal activity patterns for multiple sclerosis Journal of the American Medical Informatics Association pp. 2496-2506, (2024). doi: 10.1093/jamia/ocae230 |
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J033 |
IVESA - Visual Analysis of Time-Stamped Event Sequences IEEE Transactions on Visualization and Computer Graphics (2024). doi: 10.1109/TVCG.2024.3382760 |
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J032 |
From wearable sensor data to digital biomarker development: ten lessons learned and a framework proposal npj Digital Medicine (2024). doi: 10.1038/S41746-024-01151-3 |
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J031 |
ManuKnowVis: How to Support Different User Groups in Contextualizing and Leveraging Knowledge Repositories IEEE Transactions on Visualization and Computer Graphics pp. 1-13, (2023). doi: 10.1109/TVCG.2023.3279857 |
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J030 |
LFPeers: Temporal Similarity Search and Result Exploration Computers & Graphics (2023). doi: https://doi.org/10.1016/j.cag.2023.06.009 |
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J029 |
How applicable are attribute-based approaches for human-centered ranking creation? Computers & Graphics pp. 45-58, (2023). doi: https://doi.org/10.1016/j.cag.2023.05.004 |
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J028 |
Erfahrungen aus der BarKA-MS-Studie zum Einsatz von Fitnesstrackern in der stationären Neurorehabilitation Psychiatrie & Neurologie (2022). |
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J027 |
Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding IEEE Transactions on Visualization and Computer Graphics pp. 2500-2516, (2022). doi: 10.1109/TVCG.2022.3148197 |
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J026 |
ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines IEEE Computer Graphics and Applications pp. 68-80, (2022). doi: 10.1109/MCG.2022.3155306 |
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J025 |
IRVINE: A Design Study on Analyzing Correlation Patterns of Electrical Engines IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 11-21, (2022). doi: 10.1109/TVCG.2021.3114797 |
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J024 |
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling ACM Transactions on Interactive Intelligent Systems (TiiS) pp. 1-38, (2021). doi: 10.1145/3429448 |
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J023 |
Co-adaptive visual data analysis and guidance processes Computers & Graphics (2021). doi: https://doi.org/10.1016/j.cag.2021.06.016 |
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J022 |
ProSeCo: Visual analysis of class separation measures and dataset characteristics Computers & Graphics pp. 48-60, (2021). doi: https://doi.org/10.1016/j.cag.2021.03.004 |
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J021 |
A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling ACM Transactions on Interactive Intelligent Systems (TiiS) (2021). doi: 10.1145/3439333 |
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J020 |
The Effect of Alignment on Peoples Ability to Judge Event Sequence Similarity IEEE Transactions on Visualization and Computer Graphics pp. 1-1, (2021). doi: 10.1109/TVCG.2021.3050497 |
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J019 |
Interactive Visual Labelling versus Active Learning: An Experimental Comparison Frontiers of Information Technology & Electronic Engineering (FITEE) pp. 524-535, (2020). doi: 10.1631/FITEE.1900549 |
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J018 |
ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion IEEE Transactions on Visualization and Computer Graphics (2020). |
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J017 |
Visual-Interactive Preprocessing of Multivariate Time Series Data Computer Graphics Forum (CGF) pp. 401-412, (2019). doi: 10.1111/cgf.13698 |
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J016 |
Interactive Labelling of a Multivariate Dataset for Supervised Machine Learning Using Linked Visualisations, Clustering, and Active Learning Visual Informatics pp. 9-17, (2019). doi: 10.1016/j.visinf.2019.03.002 |
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J015 |
Towards User-Centered Active Learning Algorithms Computer Graphics Forum (CGF) pp. 121-132, (2018). doi: 10.1111/cgf.13406 |
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J014 |
SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 120-130, (2018). doi: 10.1109/TVCG.2017.2744805 |
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J013 |
Using dashboard networks to visualize multiple patient histories: a design study on post-operative prostate cancer IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 1615-1628, (2018). doi: 10.1109/TVCG.2018.2803829 |
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J012 |
VIAL: a unified process for visual interactive labeling The Visual Computer (TVCJ) pp. 1189-1207, (2018). doi: 10.1007/s00371-018-1500-3 |
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J011 |
Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study IEEE Transactions on Visualization and Computer Graphics (TCVG) pp. 298-308, (2018). doi: 10.1109/TVCG.2017.2744818 |
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J010 |
Functional Outcomes and Quality of Life After Radical Prostatectomy Only Versus a Combination of Prostatectomy with Radiation and Hormonal Therapy European Urology pp. 330-336, (2017). doi: https://doi.org/10.1016/j.eururo.2016.11.015 |
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J009 |
Toxicity in a Multimodality Approach of Radical Prostatectomy with Radiation and Hormonal Therapy Journal of Clinical Oncology (JCO) pp. 107, (2016). |
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J008 |
A Visual-Interactive System for Prostate Cancer Cohort Analysis Computer Graphics and Applications (CG&A), IEEE pp. 44-55, (2015). doi: 10.1109/MCG.2015.49 |
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J007 |
VisInfo: a digital library system for time series research data based on exploratory search—a user-centered design approach International Journal on Digital Libraries (IJoDL), Springer pp. 37-59, (2015). doi: 10.1007/s00799-014-0134-y |
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J006 |
Visual-interactive Exploration of Interesting Multivariate Relations in Mixed Research Data Sets Computer Graphics Forum (CGF) pp. 291-300, (2014). doi: 10.1111/cgf.12385 |
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J005 |
Visual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks Computer Graphics Forum (CGF) pp. 401-410, (2014). doi: 10.1111/cgf.12396 |
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J004 |
MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 2257-2266, (2013). doi: 10.1109/TVCG.2013.178 |
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J003 |
Assisted Descriptor Selection Based on Visual Comparative Data Analysis Computer Graphics Forum (CGF) pp. 891-900, (2011). doi: 10.1111/j.1467-8659.2011.01938.x |
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J002 |
A visual digital library approach for time-oriented scientific primary data International Journal of Digital Libraries (IJoDL), ECDL 2010 Special Issue, Springer pp. 111-123, (2011). doi: 10.1007/s00799-011-0072-x |
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J001 |
Visual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps Information Visualization, Palgrave Macmillan pp. 14-29, (2009). doi: 10.1057/ivs.2008.29 |
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Peer-reviewed Full Papers
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P032 |
AnoScout - Visual Exploration of Anomalies and Anomaly Detection Algorithm Ensembles in Time Series Data Visual Information Communication and Interaction, ACM (2025). doi: 10.1145/3769534.3769577 |
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P031 |
HUMMUS: Blending Data Humanism with Sequential Music Recommender Systems to Foster Explainability and Scrutability Visual Information Communication and Interaction, ACM (2025). doi: 10.1145/3769534.3769578 |
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P030 |
Blooming Beats: An Interactive Explainable Recommender System for Exploring Personal Music Narratives through Data Humanism Principles Biannual Conference of the Italian SIGCHI Chapter, ACM (2025). doi: 10.1145/3750069.3750396 |
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P029 |
Val-LLM: A Visual Analytics Approach for the Critical Validation of LLM-Generated Tabular Data Vision, Modeling, and Visualization, (VMV), Eurographics Association (2025). doi: 10.2312/vmv.20251235 |
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P028 |
Towards Personal Explanations for Recommender Systems: A Study on the Impact of Familiarity and Urgency Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction (NordiCHI), Association for Computing Machinery (2024). doi: 10.1145/3677045.3685430 |
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P027 |
"It s like a glimpse into the future": Exploring the Role of Blood Glucose Prediction Technologies for Type 1 Diabetes Self-Management CHI Conference on Human Factors in Computing Systems (CHI), Association for Computing Machinery (2024). doi: 10.1145/3613904.3642234 |
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P026 |
LayoutExOmizer: Interactive Exploration and Optimization of 2D Data Layouts Vision, Modeling, and Visualization, (VMV), Eurographics Association pp. 99-107, (2021). doi: 10.2312/vmv.20211376 |
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P025 |
Visualizing Time Series Consistency for Feature Selection Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Vaclav Skala-UNION Agency (2019). doi: http://hdl.handle.net/11025/35593 |
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P024 |
Approaches and Challenges in the Visual-Interactive Comparison of Human Motion Data Conference on Information Visualization Theory and Applications (IVAPP, VISIGRAPP) pp. 217-224, (2017). doi: 10.5220/0006127502170224 |
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P023 |
Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (IVAPP, VISIGRAPP) (3) pp. 75-87, (2017). doi: 10.5220/0006116400750087 |
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P022 |
Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data Visualization and Data Analysis (VDA 2017) (2017). doi: https://doi.org/10.2352/ISSN.2470-1173.2017.1.VDA-387 |
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P021 |
Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections Electronic Imaging pp. 46-57, (2017). doi: doi:10.2352/ISSN.2470-1173.2017.1.VDA-388 |
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P020 |
Exploratory search in time-oriented primary data Ausgezeichnete Informatikdissertationen 2015 (D-16), Gesellschaft für Informatik (GI) pp. 11-20, (2016). |
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P019 |
Supporting Collaborative Political Decision Making: An Interactive Policy Process Visualization System Symposium on Visual Information Communication and Interaction, ACM pp. 104-111, (2016). doi: 10.1145/2968220.2968223 |
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P018 |
A survey and task-based quality assessment of static 2D colormaps Electronic Imaging, SPIE Conference on Visualization and Data Analysis pp. 93970M-93970M-16, (2015). doi: 10.1117/12.2079841 |
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P017 |
FuryExplorer: Visual-Interactive Exploration of Horse Motion Capture Data Electronic Imaging, SPIE Conference on Visualization and Data Analysis (2015). doi: doi:10.1117/12.2080001 |
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P016 |
Explorative Analysis of 2D Color Maps Proceedings of WSCG (23), Eurographics Assciation, Vaclav Skala - Union Agency pp. 151-160, (2015). |
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P015 |
Visual Access to an Agent-based Simulation Model to Support Political Decision Making Conference on Knowledge Technologies and Data-driven Business, ACM pp. 1-16, (2014). doi: 10.1145/2637748.2638410 |
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P014 |
Combining Computational Models and Interactive Visualization to Support Rational Decision Making Advances in Visual Computing (8887), Springer International Publishing pp. 345-356, (2014). doi: 10.1007/978-3-319-14249-4_33 |
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P013 |
A Survey of Direction-preserving Layout Strategies Spring Conference on Computer Graphics, ACM pp. 21-28, (2014). doi: 10.1145/2643188.2643189 |
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P012 |
User-Based Visual-Interactive Similarity Definition for Mixed Data Objects-Concept and First Implementation Proceedings of WSCG (22), Eurographics Assciation, Vaclav Skala - Union Agency pp. 329-338, (2014). |
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P011 |
Bridging Knowledge Gaps in Policy Analysis with Information Visualization Conference on Electronic Government (EGOV/ePart Ongoing Research) (221), GI pp. 92-103, (2013). |
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P010 |
Adaptive Semantic Visualization for Bibliographic Entries Advances in Visual Computing (8034), Springer Berlin Heidelberg pp. 13-24, (2013). doi: 10.1007/978-3-642-41939-3_2 |
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P009 |
Visual Access to Optimization Problems in Strategic Environmental Assessment Advances in Visual Computing (8034), Springer Berlin Heidelberg pp. 361-372, (2013). doi: 10.1007/978-3-642-41939-3_35 |
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P008 |
Content-based layouts for exploratory metadata search in scientific research data ACM/IEEE-CS Joint Conference on Digital Libraries, ACM pp. 139-148, (2012). doi: 10.1145/2232817.2232844 |
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P007 |
Visual-Interactive Preprocessing of Time Series Data SIGRAD, Swedish Chapter of Eurographics (81), Linköping University Electronic Press pp. 39-48, (2012). |
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P006 |
Guided Discovery of Interesting Relationships Between Time Series Clusters and Metadata Properties International Conference on Knowledge Management and Knowledge Technologies, ACM pp. 1-22, (2012). doi: 10.1145/2362456.2362485 |
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P005 |
TimeSeriesPaths: Projection-Based Explorative Analysis of Multivariate Time Series Data Journal of WSCG pp. 97-106, (2012). |
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P004 |
Retrieval and Exploratory Search in Multivariate Research Data Repositories Using Regressional Features ACM/IEEE Joint Conference on Digital Libraries, ACM pp. 363-372, (2011). doi: 10.1145/1998076.1998144 |
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P003 |
Multiscale visual quality assessment for cluster analysis with Self-Organizing Maps Electronic Imaging, SPIE Conference on Visualization and Data Analysis pp. 1-78680, (2011). doi: 10.1117/12.872545 |
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P002 |
A Visual Digital Library Approach for Time-Oriented Research Data European Conference on Digital Libraries (6273), Springer pp. 352-363, (2010). doi: 10.1007/978-3-642-15464-5_35 |
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P001 |
Visual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps IEEE Symposium on Visual Analytics Science and Technology, IEEE Computer Society pp. 3-10, (2008). doi: 10.1109/VAST.2008.4677350 |
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Peer-reviewed Workshop Publications
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W042 |
Exploring Multi-Faceted Connections Between Heterogeneous Digital Scholarly Editions: A Data-First Design Study IEEE VIS Workshop on Visualization for the Digital Humanities (VIS4DH), IEEE (2025). |
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W041 |
HUMMUS: A Human-Centered Approach to Sequential Recommendation Explainability through Data Humanism ACM RecSys Workshop on Music Recommender Systems (MuRS), ACM (2025). |
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W040 |
Grand Challenge: Mediating Between Confirmatory and Exploratory Research Cultures in Health Sciences and Visual Analytics IEEE VIS Workshop on Visual Analytics in Healthcare (Grand Challenge Position) (2025). |
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W039 |
The Human-Data-Model Interaction Canvas for Visual Analytics EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251096 |
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W038 |
A Design Space for the Critical Validation of LLM-Generated Tabular Data EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251101 |
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W037 |
SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024). |
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W036 |
Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop IEEE VIS: Visualization in Data Science Symposium (VDS), IEEE (2024). doi: 10.1109/VDS63897.2024.00005 |
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W035 |
ScrollyPOI: A Narrative-Driven Interactive Recommender System for Points-of-Interest Exploration and Explainability ACM Conference on User Modeling, Adaptation and Personalization (UMAP), Association for Computing Machinery pp. 292–304, (2024). doi: 10.1145/3631700.3665183 |
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W034 |
Tag-Xplore: Interactive Exploration of Annotation Practices in Digital Editions EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2024). doi: 10.2312/eurova.20241115 |
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W033 |
Human-Based and Automatic Feature Ideation for Time Series Data: A Comparative Study EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2023). doi: 10.2312/eurova.20231089 |
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W032 |
Why am I reading this? Explaining Personalized News Recommender Systems EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2023). doi: 10.2312/eurova.20231099 |
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W031 |
What Shall We Watch Tonight? Why Sometimes Your Favourite Streaming Service Just Cannot Manage to Recommend Anything Interesting IEEE VIS Workshop on Visualization for AI Explainability (2022). |
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W030 |
A Data-Centric Methodology and Task Typology for Time-Stamped Event Sequences VIS Workshop on Evaluation and Beyond — Methodological Approaches for Visualization (BELIV), IEEE pp. 66-76, (2022). doi: 10.1109/BELIV57783.2022.00012 |
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W029 |
RankASco: A Visual Analytics Approach to Leverage Attribute-Based User Preferences for Item Rankings EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2022). doi: 10.2312/eurova.20221072 |
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W028 |
Interactive Visual Explanation of Incremental Data Labeling EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2022). doi: 10.2312/eurova.20221073 |
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W027 |
A Taxonomy of Attribute Scoring Functions EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211095 |
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W026 |
LFPeers: Temporal Similarity Search in Covid-19 Data EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211098 |
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W025 |
SepEx: Visual Analysis of Class Separation Measures EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2020). doi: 10.2312/eurova.20201079 |
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W024 |
Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2020). doi: 10.2312/eurova.20201088 |
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W023 |
Visual Analysis of Degree-of-Interest Functions to Support Selection Strategies for Instance Labeling EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: https://doi.org/10.2312/eurova.20191116 |
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W022 |
Shall we play?—Extending the Visual Analytics Design Space through Gameful Design Concepts MLUI 2019: Machine Learning from User Interactions for Visualization and Analytics, IEEE VIS 2019 workshop (2019). doi: 10.1109/MLUI52769.2019.10075563 |
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W021 |
Self-Service Data Preprocessing and Cohort Analysis for Medical Researchers IEEE Workshop on Visual Analytics in Healthcare (VAHC) pp. 17-24, (2019). doi: 10.1109/VAHC47919.2019.8945040 |
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W020 |
mVis in the Wild: Pre-Study of an Interactive Visual Machine Learning System for Labelling IEEE VIS 2019 Workshop on Evaluation of Interactive Visual Machine Learning Systems (2019). |
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W019 |
Quantifying Uncertainty in Multivariate Time Series Pre-Processing EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: 10.2312/eurova.20191121 |
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W018 |
Speculative Execution for Guided Visual Analytics VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018). doi: 10.1109/MLUI52768.2018.10075559 |
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W017 |
Minions, Sheep, and Fruits: Metaphorical Narratives to Explain Artificial Intelligence and Build Trust IEEE VIS Workshop on Visualization for AI Explainability (2018). doi: urn:nbn:de:bsz:352-2-1q5oi0xg28s59 |
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W016 |
Computer-supported Interactive Assignment of Keywords for Literature Collections IEEE VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018). |
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W015 |
Lowering the Barrier for Successful Replication and Evaluation IEEE VIS Workshop on Evaluation and Beyond - Methodological Approaches for Visualizations (BELIV), IEEE (2018). |
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W014 |
Personalized Visual-Interactive Music Classification EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181109 |
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W013 |
Combining the Automated Segmentation and Visual Analysis of Multivariate Time Series EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181112 |
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W012 |
A Unified Process for Visual-Interactive Labeling EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171123 |
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W011 |
Visual analytics for radiomics: Combining medical imaging with patient data for clinical research IEEE Workshop on Visual Analytics in Healthcare (VAHC), IEEE pp. 84-91, (2017). doi: 10.1109/VAHC.2017.8387545 |
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W010 |
Combining Cluster and Outlier Analysis with Visual Analytics EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171114 |
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W009 |
Structuring the Strategies for Integrating Visualization into Automated Modeling Techniques for Visual Analytics IEEE VIS Workshop on Creation, Curation, Critique and Conditioning of Principles and Guidelines in Visualization (C4PGV) (2016). |
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W008 |
Visual-Interactive Segmentation of Multivariate Time Series EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161121 |
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W007 |
Visual-Interactive Exploration of Relations Between Time-Oriented Data and Multivariate Data EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161124 |
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W006 |
Methods and a research agenda for the evaluation of event sequence visualization techniques IEEE VIS 2016 Workshop on Temporal \& Sequential Event Analysis. (2016). doi: https://eprints.whiterose.ac.uk/id/eprint/106008/ |
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W005 |
Visual-Interactive Text Analysis to Support Political Decision Making - From Sentiments to Arguments to Policies EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2015). doi: 10.2312/eurova.20151101 |
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W004 |
Visual Analysis of Relations in Attributed Time-Series Data EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2015). doi: 10.2312/eurova.20151105 |
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W003 |
A Visual Active Learning System for the Assessment of Patient Well-being in Prostate Cancer Research IEEE VIS Workshop on Visual Analytics in Healthcare, ACM pp. 1-8, (2015). doi: 10.1145/2836034.2836035 |
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W002 |
A Visual-interactive System for Prostate Cancer Stratifications IEEE Vis Workshop on Visualizing Electronic Health Record Data (EHRVis), IEEE Computer Society (2014). |
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W001 |
Smart Query Definition for Content-Based Search in Large Sets of Graphs International Symposium on Visual Analytics Science and Technology, Eurographics Association pp. 7-12, (2010). doi: /10.2312/PE/EuroVAST/EuroVAST10/007-012 |
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Peer-reviewed Short Papers
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S011 |
Future Challenges and Unsolved Problems in Health Visualization EuroVis 2025 - Panels and Tutorials, The Eurographics Association (2025). doi: 10.2312/evt.20251119 |
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S010 |
Data Humanism Decoded: A Characterization of its Principles to Bridge Data Visualization Researchers and Practitioners IEEE Visualization Conference - Short Papers, IEEE (2025). doi: https://doi.org/10.48550/arXiv.2509.00440 |
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S009 |
Incident Cards: A Tool for Documenting and Reviewing Experiences with Chronic Conditions Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery (2025). doi: 10.1145/3706599.3720194 |
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S008 |
Reflections on interactive visualization of electronic health records: past, present, future Journal of the American Medical Informatics Association pp. 2423-2428, (2024). doi: 10.1093/jamia/ocae249 |
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S007 |
The Future of Interactive Data Analysis and Visualization EuroVis 2023 - Panel, The Eurographics Association (2023). doi: 10.2312/evt.20231119 |
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S006 |
RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings EuroVis 2023 - Short Papers, The Eurographics Association (2023). doi: 10.2312/evs.20231036 |
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S005 |
Does the Layout Really Matter? A Study on Visual Model Accuracy Estimation IEEE Visualization Conference - Short Papers, IEEE pp. 61-65, (2021). doi: 10.1109/VIS49827.2021.9623326 |
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S004 |
Learning from the Best - Visual Analysis of a Quasi-Optimal Data Labeling Strategy EuroVis 2018 - Short Papers, The Eurographics Association (2018). doi: 10.2312/eurovisshort.20181085 |
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S003 |
Visual Access to Performance Indicators in the Mining Sector EuroVis 2017 - Short Papers, The Eurographics Association (2017). doi: 10.2312/eurovisshort.20171150 |
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S002 |
Visual Analytics of Work Behavior Data - Insights on Individual Differences Eurographics Conference on Visualization (EuroVis) - Short Papers, The Eurographics Association (2015). doi: 10.2312/eurovisshort.20151129 |
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S001 |
Revisiting Perceptually Optimized Color Mapping for High-Dimensional Data Analysis EuroVis - Short Papers, The Eurographics Association (2014). doi: 10.2312/eurovisshort.20141163 |
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Posters
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O16 |
Feedback Loops in Faceted Search: Potential and Challenges for Dynamic Information Landscapes EuroVis 2026 - Posters and Demos, Eurographics (2026). doi: 10.2312/evpd.20261010 |
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O015 |
PRISM: From Individual Preferences to Group Consensus through Conversational AI-Mediated and Visual Explanations ACM Conference on Recommender Systems, Association for Computing Machinery pp. 1343–1345, (2025). doi: 10.1145/3705328.3759340 |
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O014 |
Blooming Beats: An Interactive Music Recommender System Grounded in TRACE Principles and Data Humanism ACM Conference on Recommender Systems (RecSys), Association for Computing Machinery pp. 1331–1333, (2025). doi: 10.1145/3705328.3759337 |
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O013 |
ORD-Xplore: Bridging Open Research Data Collections through Modality Abstractions EuroVis 2023 - Posters, The Eurographics Association (2023). doi: 10.2312/evp.20231065 |
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O012 |
Interaction Tasks for Explainable Recommender Systems EuroVis 2023 - Posters, The Eurographics Association (2023). doi: 10.2312/evp.20231062 |
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O011 |
A Design Space for Explainable Ranking and Ranking Models EuroVis 2022 - Posters, The Eurographics Association (2022). doi: 10.2312/evp.20221114 |
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O010 |
Toxicity in a Multimodality Approach of Radical Prostatectomy with Radiation and Hormonal Therapy Genitourinary Cancers Symposium (2016). doi: 10.1200/jco.2016.34.2_suppl.107 |
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O009 |
Towards Combining Attribute-based and Time Series-based Visual Querying EuroVis 2016 - Posters, The Eurographics Association (2016). doi: 10.2312/eurp.20161145 |
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O008 |
Enhancing Time Series Segmentation and Labeling Through the Knowledge Generation Model Eurographics Conference on Visualization (EuroVis) - Poster, The Eurographics Association (2015). |
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O007 |
Towards a User-Defined Visual-Interactive Definition of Similarity Functions for Mixed Data IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2014). doi: 10.1109/VAST.2014.7042503 |
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O006 |
Towards a Tighter Coupling of Visualization and Public Policy Making Proc. IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2014). doi: 10.1109/VAST.2014.7042525 |
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O005 |
Adopting Mental Similarity Notions of Categorical Data Objects to Algorithmic Similarity Functions Vision, Modelling and Visualization (VMV) (2014). doi: 10.13140/RG.2.2.19683.25129 |
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O004 |
Interactive Multi-Criteria Optimization of 2D Color Maps Vision, Modelling and Visualization (VMV) (2014). doi: 10.13140/RG.2.2.34782.74560 |
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O003 |
Visual Exploration of Local Interest Points in Sets of Time Series Proceedings of IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2012). doi: 10.1109/VAST.2012.6400534 |
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O002 |
Cluster Correspondence Views for Enhanced Analysis of SOM Displays IEEE Symposium on Visual Analytics Science and Technology pp. 217-218, (2010). doi: 10.1109/VAST.2010.5651676 |
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O001 |
Micro-Macro Views for Visual Trajectory Cluster Analysis Eurographics/IEEE Symposium on Visualization (2009). |
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Data Sets (Open Access)
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D008 |
SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024). doi: https://doi.org/10.5167/uzh-275614 |
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D007 |
100 Synthetic Datasets for the Analysis of Class Separation Measures Used in Publication - SepEx: Visual Analysis of Class Separation Measures (2020). |
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D006 |
30 years of synoptic observations from Neumayer Station with links to datasets PANGAEA - Data Publisher for Earth and Environmental Science (2014). doi: 10.1594/PANGAEA.150017 |
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D005 |
Reference list of 120 datasets from time series station Payerne used for exploratory search PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: doi:10.1594/PANGAEA.783598 |
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D004 |
Reference list of 265 sources used for the discovery of relationships between data clusters and metadata properties PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: doi:10.1594/PANGAEA.785666 |
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D003 |
Reference list of 269 sources used for exploratory search PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: 10.1594/PANGAEA.778638 |
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D002 |
Time-oriented earth observation measurements from the Baseline Surface Radiation Network (BSRN) in the years 1992 to 2012, reference list of 6813 datasets PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: doi:10.1594/PANGAEA.787726 |
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D001 |
Reference list of sources used for two experimental data files dataBSRN and dataMixed PANGAEA - Data Publisher for Earth and Environmental Science (2011). doi: doi:10.1594/PANGAEA.756307 |
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Teaching
| Seminar | Interactive Visual Data Analysis | 3 ECTS | [Spring Term 2026] | |
| Seminar | Interactive Data Science in Digital Health | 3 ECTS | [Spring Term 2026] | |
| Lecture | Interactive Visual Data Analysis | 6 ECTS | [Fall Term 2025] | |
| Seminar | Visual Analytics | 3 ECTS | [Fall Term 2025] | |
| Seminar | Interactive Visual Data Analysis | 3 ECTS | [Spring Term 2025] | |
| Seminar | Interactive Data Science in Digital Health | 3 ECTS | [Spring Term 2025] | |
| Lecture | Interactive Visual Data Analysis | 6 ECTS | [Fall Term 2024] | |
| Seminar | Visual Analytics | 3 ECTS | [Fall Term 2024] | |
| Seminar | Interactive Visual Data Analysis | 3 ECTS | [Spring Term 2024] | |
| Seminar | Interactive Data Science in Digital Health | 3 ECTS | [Spring Term 2024] | |
| Lecture | Interactive Visual Data Analysis | 6 ECTS | [Fall Term 2023] | |
| Seminar | Visual Analytics | 3 ECTS | [Fall Term 2023] | |
| Supervision | Fundamentals of People Oriented Computing | 6 ECTS | [Fall Term 2023] | |
| Seminar | Interactive Visual Data Analysis | 3 ECTS | [Spring Term 2023] | |
| Seminar | Interactive Data Science in Digital Health | 3 ECTS | [Spring Term 2023] | |
| Lecture | Interactive Visual Data Analysis | 6 ECTS | [Fall Term 2022] | |
| Supervision | Fundamentals of People Oriented Computing | 6 ECTS | [Fall Term 2022] | |
| Seminar | Interactive Visual Data Analysis | 3 ECTS | [Spring Term 2022] | |
| Seminar | Interactive Data Science in Digital Health | 3 ECTS | [Spring Term 2022] | |
| Lecture | Introduction to Interactive Visual Data Analysis | 3 ECTS | [Fall Term 2021] | |
| Supervision | Fundamentals of People Oriented Computing | 6 ECTS | [Fall Term 2021] | |
| Seminar | Interactive Visual Data Analysis | 3 ECTS | [Spring Term 2021] | |
| Seminar | Creating Evidence in Digital and Mobile Health | 3 ECTS | [Spring Term 2021] | |
| Lecture Exercise | Information Visualization and Visual Analytics | L2+E2 | [WS 2018/19] | |
| Practical Course | Visual Computing Lab | P4 | [WS 2018/19] | |
| Lecture | User-Centered Design in Visual Computing | V2 | [SS 2018] | |
| Practical Course | Visual Computing Lab | P4 | [SS 2018] | |
| Practical Course | Advanced Visual Computing Lab | P4 | [SS 2018] | |
| Practical Course | Visual Computing Lab | P4 | [WS 2017/18] | |
| Lecture | User-Centered Design in Visual Computing | V2 | [SS 2017] | |
| Practical Course | Visual Computing Lab | P4 | [SS 2017] | |
| Practical Course | Advanced Visual Computing Lab | P4 | [SS 2017] | |
| Lecture Exercise | Information Visualization and Visual Analytics | L2+E2 | [WS 2016/17] | |
| Practical Course | Visual Computing Lab | P4 | [WS 2016/17] | |
| Practical Course | Visual Computing Lab | P4 | [SS 2016] | |
| Seminar | Visual Analytics: Interactive Visualization of very large amounts of data | S2 | [SS 2016] | |
| Practical Course | Visual Computing | P4 | [WS 2015/16] | |
| Practical Course | Programmierung eines graphischen Systems | P4 | [SS 2015] | |
| Practical Course | Fortgeschrittene Programmierung eines Graphischen Systems | P4 | [WS 2014/15] | |
| Seminar | Visual Analytics: Interaktive Visualisierung sehr großer Datenmengen | S2 | [SS 2014] | |
| Practical Course | Fortgeschrittene Programmierung eines Graphischen Systems | P4 | [WS 2013/14] | |
| Practical Course | Fortgeschrittene Programmierung eines Graphischen Systems | P4 | [SS 2013] | |
| Seminar | Visual Analytics: Interaktive Visualisierung sehr großer Datenmengen | S2 | [SS 2012] | |
| Practical Course | Fortgeschrittene Programmierung eines Graphischen Systems | P4 | [SS 2012] | |
| Lecture Exercise | Information Visualization and Visual Analytics | V4 | [WS 2011/12] | |
| Seminar | Visualisierung und interaktive Analyse naturwissenschaftlicher Daten | S2 | [WS 2011/12] | |
| Practical Course | Fortgeschrittene Programmierung eines Graphischen Systems | P4 | [WS 2011/12] | |
| Seminar | Visual Analytics: Interaktive Visualisierung sehr großer Datenmengen | S2 | [SS 2011] | |
| Practical Course | Fortgeschrittene Programmierung eines graphischen Systems | P4 | [SS 2011] | |
| Seminar | Visual Analytics: Interaktive Visualisierung sehr großer Datenmengen | S2 | [WS 2010/11] | |
| Practical Course | Programmierung eines graphischen Systems | P4 | [WS 2010/11] | |
Publication Gallery
Exploratory search in time-oriented primary data
Technische Universität Darmstadt, Dissertation, PhD Thesis (Dissertation) (2015). Methoden zur Qualitätsbewertung von Self-organizing Maps zur Unterstützung des visuellen Analyseprozesses
Technische Universität Darmstadt, Diploma Thesis (Diplomarbeit) (2009). Methoden zur Qualitätsbewertung von Self-organizing Maps (SOM): Unterstützung der Visuellen Clusteranalyse
AV Akademikerverlag, 978-3-639-85612-5 pp. 100 p., (2015). Integrating artificial intelligence tools in health research
npj Digital Medicine (2026). doi: 10.1038/s41746-026-02739-7 Systematic validation of LLM-generated structured data - A design space and remaining challenges
Computers & Graphics pp. 104545, (2026). doi: https://doi.org/10.1016/j.cag.2026.104545 f-RecX: A framework for designing effective textual explanations in recommender systems’ user interfaces
International Journal of Human-Computer Studies pp. 103627, (2025). doi: https://doi.org/10.1016/j.ijhcs.2025.103627 VIVA: Virtual Healthcare Interactions Using Visual Analytics, With Controllability Through Configuration
IEEE Transactions on Visualization and Computer Graphics pp. 1-18, (2025). doi: 10.1109/TVCG.2025.3599458 HAXplorer: Interactive visual exploration of hierarchical item and attribute spaces
Computers & Graphics pp. 104233, (2025). doi: https://doi.org/10.1016/j.cag.2025.104233 Scalable Class-Centric Visual Interactive Labeling
Computers & Graphics pp. 104240, (2025). doi: https://doi.org/10.1016/j.cag.2025.104240 Refining Established Practices for Research Question Definition to Foster Interdisciplinary Research Skills in a Digital Age: Consensus Study With Nominal Group Technique
JMIR Medical Education pp. e56369, (2025). doi: 10.2196/56369 DaedalusData: Exploration, Knowledge Externalization and Labeling of Particles in Medical Manufacturing – A Design Study
IEEE Transactions on Visualization and Computer Graphics pp. 1-11, (2024). doi: 10.1109/TVCG.2024.3456329 MS Pattern Explorer: interactive visual exploration of temporal activity patterns for multiple sclerosis
Journal of the American Medical Informatics Association pp. 2496-2506, (2024). doi: 10.1093/jamia/ocae230 IVESA - Visual Analysis of Time-Stamped Event Sequences
IEEE Transactions on Visualization and Computer Graphics (2024). doi: 10.1109/TVCG.2024.3382760 From wearable sensor data to digital biomarker development: ten lessons learned and a framework proposal
npj Digital Medicine (2024). doi: 10.1038/S41746-024-01151-3 ManuKnowVis: How to Support Different User Groups in Contextualizing and Leveraging Knowledge Repositories
IEEE Transactions on Visualization and Computer Graphics pp. 1-13, (2023). doi: 10.1109/TVCG.2023.3279857 LFPeers: Temporal Similarity Search and Result Exploration
Computers & Graphics (2023). doi: https://doi.org/10.1016/j.cag.2023.06.009 How applicable are attribute-based approaches for human-centered ranking creation?
Computers & Graphics pp. 45-58, (2023). doi: https://doi.org/10.1016/j.cag.2023.05.004 Erfahrungen aus der BarKA-MS-Studie zum Einsatz von Fitnesstrackern in der stationären Neurorehabilitation
Psychiatrie & Neurologie (2022). Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding
IEEE Transactions on Visualization and Computer Graphics pp. 2500-2516, (2022). doi: 10.1109/TVCG.2022.3148197 ManEx: The Visual Analysis of Measurements for the Assessment of Errors in Electrical Engines
IEEE Computer Graphics and Applications pp. 68-80, (2022). doi: 10.1109/MCG.2022.3155306 IRVINE: A Design Study on Analyzing Correlation Patterns of Electrical Engines
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 11-21, (2022). doi: 10.1109/TVCG.2021.3114797 QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) pp. 1-38, (2021). doi: 10.1145/3429448 Co-adaptive visual data analysis and guidance processes
Computers & Graphics (2021). doi: https://doi.org/10.1016/j.cag.2021.06.016 ProSeCo: Visual analysis of class separation measures and dataset characteristics
Computers & Graphics pp. 48-60, (2021). doi: https://doi.org/10.1016/j.cag.2021.03.004 A Taxonomy of Property Measures to Unify Active Learning and Human-centered Approaches to Data Labeling
ACM Transactions on Interactive Intelligent Systems (TiiS) (2021). doi: 10.1145/3439333 The Effect of Alignment on Peoples Ability to Judge Event Sequence Similarity
IEEE Transactions on Visualization and Computer Graphics pp. 1-1, (2021). doi: 10.1109/TVCG.2021.3050497 Interactive Visual Labelling versus Active Learning: An Experimental Comparison
Frontiers of Information Technology & Electronic Engineering (FITEE) pp. 524-535, (2020). doi: 10.1631/FITEE.1900549 ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion
IEEE Transactions on Visualization and Computer Graphics (2020). Visual-Interactive Preprocessing of Multivariate Time Series Data
Computer Graphics Forum (CGF) pp. 401-412, (2019). doi: 10.1111/cgf.13698 Interactive Labelling of a Multivariate Dataset for Supervised Machine Learning Using Linked Visualisations, Clustering, and Active Learning
Visual Informatics pp. 9-17, (2019). doi: 10.1016/j.visinf.2019.03.002 Towards User-Centered Active Learning Algorithms
Computer Graphics Forum (CGF) pp. 121-132, (2018). doi: 10.1111/cgf.13406 SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 120-130, (2018). doi: 10.1109/TVCG.2017.2744805 Using dashboard networks to visualize multiple patient histories: a design study on post-operative prostate cancer
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 1615-1628, (2018). doi: 10.1109/TVCG.2018.2803829 VIAL: a unified process for visual interactive labeling
The Visual Computer (TVCJ) pp. 1189-1207, (2018). doi: 10.1007/s00371-018-1500-3 Comparing Visual-Interactive Labeling with Active Learning: An Experimental Study
IEEE Transactions on Visualization and Computer Graphics (TCVG) pp. 298-308, (2018). doi: 10.1109/TVCG.2017.2744818 Functional Outcomes and Quality of Life After Radical Prostatectomy Only Versus a Combination of Prostatectomy with Radiation and Hormonal Therapy
European Urology pp. 330-336, (2017). doi: https://doi.org/10.1016/j.eururo.2016.11.015 Toxicity in a Multimodality Approach of Radical Prostatectomy with Radiation and Hormonal Therapy
Journal of Clinical Oncology (JCO) pp. 107, (2016). A Visual-Interactive System for Prostate Cancer Cohort Analysis
Computer Graphics and Applications (CG&A), IEEE pp. 44-55, (2015). doi: 10.1109/MCG.2015.49 VisInfo: a digital library system for time series research data based on exploratory search—a user-centered design approach
International Journal on Digital Libraries (IJoDL), Springer pp. 37-59, (2015). doi: 10.1007/s00799-014-0134-y Visual-interactive Exploration of Interesting Multivariate Relations in Mixed Research Data Sets
Computer Graphics Forum (CGF) pp. 291-300, (2014). doi: 10.1111/cgf.12385 Visual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks
Computer Graphics Forum (CGF) pp. 401-410, (2014). doi: 10.1111/cgf.12396 MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation
IEEE Transactions on Visualization and Computer Graphics (TVCG) pp. 2257-2266, (2013). doi: 10.1109/TVCG.2013.178 Assisted Descriptor Selection Based on Visual Comparative Data Analysis
Computer Graphics Forum (CGF) pp. 891-900, (2011). doi: 10.1111/j.1467-8659.2011.01938.x A visual digital library approach for time-oriented scientific primary data
International Journal of Digital Libraries (IJoDL), ECDL 2010 Special Issue, Springer pp. 111-123, (2011). doi: 10.1007/s00799-011-0072-x Visual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps
Information Visualization, Palgrave Macmillan pp. 14-29, (2009). doi: 10.1057/ivs.2008.29 AnoScout - Visual Exploration of Anomalies and Anomaly Detection Algorithm Ensembles in Time Series Data
Visual Information Communication and Interaction, ACM (2025). doi: 10.1145/3769534.3769577 HUMMUS: Blending Data Humanism with Sequential Music Recommender Systems to Foster Explainability and Scrutability
Visual Information Communication and Interaction, ACM (2025). doi: 10.1145/3769534.3769578 Blooming Beats: An Interactive Explainable Recommender System for Exploring Personal Music Narratives through Data Humanism Principles
Biannual Conference of the Italian SIGCHI Chapter, ACM (2025). doi: 10.1145/3750069.3750396 Val-LLM: A Visual Analytics Approach for the Critical Validation of LLM-Generated Tabular Data
Vision, Modeling, and Visualization, (VMV), Eurographics Association (2025). doi: 10.2312/vmv.20251235 Towards Personal Explanations for Recommender Systems: A Study on the Impact of Familiarity and Urgency
Adjunct Proceedings of the 2024 Nordic Conference on Human-Computer Interaction (NordiCHI), Association for Computing Machinery (2024). doi: 10.1145/3677045.3685430 "It s like a glimpse into the future": Exploring the Role of Blood Glucose Prediction Technologies for Type 1 Diabetes Self-Management
CHI Conference on Human Factors in Computing Systems (CHI), Association for Computing Machinery (2024). doi: 10.1145/3613904.3642234 LayoutExOmizer: Interactive Exploration and Optimization of 2D Data Layouts
Vision, Modeling, and Visualization, (VMV), Eurographics Association pp. 99-107, (2021). doi: 10.2312/vmv.20211376 Visualizing Time Series Consistency for Feature Selection
Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Vaclav Skala-UNION Agency (2019). doi: http://hdl.handle.net/11025/35593 Approaches and Challenges in the Visual-Interactive Comparison of Human Motion Data
Conference on Information Visualization Theory and Applications (IVAPP, VISIGRAPP) pp. 217-224, (2017). doi: 10.5220/0006127502170224 Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis
Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (IVAPP, VISIGRAPP) (3) pp. 75-87, (2017). doi: 10.5220/0006116400750087 Visual-Interactive Semi-Supervised Labeling of Human Motion Capture Data
Visualization and Data Analysis (VDA 2017) (2017). doi: https://doi.org/10.2352/ISSN.2470-1173.2017.1.VDA-387 Visual Interactive Creation and Validation of Text Clustering Workflows to Explore Document Collections
Electronic Imaging pp. 46-57, (2017). doi: doi:10.2352/ISSN.2470-1173.2017.1.VDA-388 Exploratory search in time-oriented primary data
Ausgezeichnete Informatikdissertationen 2015 (D-16), Gesellschaft für Informatik (GI) pp. 11-20, (2016). Supporting Collaborative Political Decision Making: An Interactive Policy Process Visualization System
Symposium on Visual Information Communication and Interaction, ACM pp. 104-111, (2016). doi: 10.1145/2968220.2968223 A survey and task-based quality assessment of static 2D colormaps
Electronic Imaging, SPIE Conference on Visualization and Data Analysis pp. 93970M-93970M-16, (2015). doi: 10.1117/12.2079841 FuryExplorer: Visual-Interactive Exploration of Horse Motion Capture Data
Electronic Imaging, SPIE Conference on Visualization and Data Analysis (2015). doi: doi:10.1117/12.2080001 Explorative Analysis of 2D Color Maps
Proceedings of WSCG (23), Eurographics Assciation, Vaclav Skala - Union Agency pp. 151-160, (2015). Visual Access to an Agent-based Simulation Model to Support Political Decision Making
Conference on Knowledge Technologies and Data-driven Business, ACM pp. 1-16, (2014). doi: 10.1145/2637748.2638410 Combining Computational Models and Interactive Visualization to Support Rational Decision Making
Advances in Visual Computing (8887), Springer International Publishing pp. 345-356, (2014). doi: 10.1007/978-3-319-14249-4_33 A Survey of Direction-preserving Layout Strategies
Spring Conference on Computer Graphics, ACM pp. 21-28, (2014). doi: 10.1145/2643188.2643189 User-Based Visual-Interactive Similarity Definition for Mixed Data Objects-Concept and First Implementation
Proceedings of WSCG (22), Eurographics Assciation, Vaclav Skala - Union Agency pp. 329-338, (2014). Bridging Knowledge Gaps in Policy Analysis with Information Visualization
Conference on Electronic Government (EGOV/ePart Ongoing Research) (221), GI pp. 92-103, (2013). Adaptive Semantic Visualization for Bibliographic Entries
Advances in Visual Computing (8034), Springer Berlin Heidelberg pp. 13-24, (2013). doi: 10.1007/978-3-642-41939-3_2 Visual Access to Optimization Problems in Strategic Environmental Assessment
Advances in Visual Computing (8034), Springer Berlin Heidelberg pp. 361-372, (2013). doi: 10.1007/978-3-642-41939-3_35 Content-based layouts for exploratory metadata search in scientific research data
ACM/IEEE-CS Joint Conference on Digital Libraries, ACM pp. 139-148, (2012). doi: 10.1145/2232817.2232844 Visual-Interactive Preprocessing of Time Series Data
SIGRAD, Swedish Chapter of Eurographics (81), Linköping University Electronic Press pp. 39-48, (2012). Guided Discovery of Interesting Relationships Between Time Series Clusters and Metadata Properties
International Conference on Knowledge Management and Knowledge Technologies, ACM pp. 1-22, (2012). doi: 10.1145/2362456.2362485 TimeSeriesPaths: Projection-Based Explorative Analysis of Multivariate Time Series Data
Journal of WSCG pp. 97-106, (2012). Retrieval and Exploratory Search in Multivariate Research Data Repositories Using Regressional Features
ACM/IEEE Joint Conference on Digital Libraries, ACM pp. 363-372, (2011). doi: 10.1145/1998076.1998144 Multiscale visual quality assessment for cluster analysis with Self-Organizing Maps
Electronic Imaging, SPIE Conference on Visualization and Data Analysis pp. 1-78680, (2011). doi: 10.1117/12.872545 A Visual Digital Library Approach for Time-Oriented Research Data
European Conference on Digital Libraries (6273), Springer pp. 352-363, (2010). doi: 10.1007/978-3-642-15464-5_35 Visual Cluster Analysis of Trajectory Data with Interactive Kohonen Maps
IEEE Symposium on Visual Analytics Science and Technology, IEEE Computer Society pp. 3-10, (2008). doi: 10.1109/VAST.2008.4677350 Exploring Multi-Faceted Connections Between Heterogeneous Digital Scholarly Editions: A Data-First Design Study
IEEE VIS Workshop on Visualization for the Digital Humanities (VIS4DH), IEEE (2025). HUMMUS: A Human-Centered Approach to Sequential Recommendation Explainability through Data Humanism
ACM RecSys Workshop on Music Recommender Systems (MuRS), ACM (2025). Grand Challenge: Mediating Between Confirmatory and Exploratory Research Cultures in Health Sciences and Visual Analytics
IEEE VIS Workshop on Visual Analytics in Healthcare (Grand Challenge Position) (2025). The Human-Data-Model Interaction Canvas for Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251096 A Design Space for the Critical Validation of LLM-Generated Tabular Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2025). doi: 10.2312/eurova.20251101 SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024). Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop
IEEE VIS: Visualization in Data Science Symposium (VDS), IEEE (2024). doi: 10.1109/VDS63897.2024.00005 ScrollyPOI: A Narrative-Driven Interactive Recommender System for Points-of-Interest Exploration and Explainability
ACM Conference on User Modeling, Adaptation and Personalization (UMAP), Association for Computing Machinery pp. 292–304, (2024). doi: 10.1145/3631700.3665183 Tag-Xplore: Interactive Exploration of Annotation Practices in Digital Editions
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2024). doi: 10.2312/eurova.20241115 Human-Based and Automatic Feature Ideation for Time Series Data: A Comparative Study
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2023). doi: 10.2312/eurova.20231089 Why am I reading this? Explaining Personalized News Recommender Systems
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2023). doi: 10.2312/eurova.20231099 What Shall We Watch Tonight? Why Sometimes Your Favourite Streaming Service Just Cannot Manage to Recommend Anything Interesting
IEEE VIS Workshop on Visualization for AI Explainability (2022). A Data-Centric Methodology and Task Typology for Time-Stamped Event Sequences
VIS Workshop on Evaluation and Beyond — Methodological Approaches for Visualization (BELIV), IEEE pp. 66-76, (2022). doi: 10.1109/BELIV57783.2022.00012 RankASco: A Visual Analytics Approach to Leverage Attribute-Based User Preferences for Item Rankings
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2022). doi: 10.2312/eurova.20221072 Interactive Visual Explanation of Incremental Data Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2022). doi: 10.2312/eurova.20221073 A Taxonomy of Attribute Scoring Functions
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211095 LFPeers: Temporal Similarity Search in Covid-19 Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2021). doi: 10.2312/eurova.20211098 SepEx: Visual Analysis of Class Separation Measures
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2020). doi: 10.2312/eurova.20201079 Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2020). doi: 10.2312/eurova.20201088 Visual Analysis of Degree-of-Interest Functions to Support Selection Strategies for Instance Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: https://doi.org/10.2312/eurova.20191116 Shall we play?—Extending the Visual Analytics Design Space through Gameful Design Concepts
MLUI 2019: Machine Learning from User Interactions for Visualization and Analytics, IEEE VIS 2019 workshop (2019). doi: 10.1109/MLUI52769.2019.10075563 Self-Service Data Preprocessing and Cohort Analysis for Medical Researchers
IEEE Workshop on Visual Analytics in Healthcare (VAHC) pp. 17-24, (2019). doi: 10.1109/VAHC47919.2019.8945040 mVis in the Wild: Pre-Study of an Interactive Visual Machine Learning System for Labelling
IEEE VIS 2019 Workshop on Evaluation of Interactive Visual Machine Learning Systems (2019). Quantifying Uncertainty in Multivariate Time Series Pre-Processing
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2019). doi: 10.2312/eurova.20191121 Speculative Execution for Guided Visual Analytics
VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018). doi: 10.1109/MLUI52768.2018.10075559 Minions, Sheep, and Fruits: Metaphorical Narratives to Explain Artificial Intelligence and Build Trust
IEEE VIS Workshop on Visualization for AI Explainability (2018). doi: urn:nbn:de:bsz:352-2-1q5oi0xg28s59 Computer-supported Interactive Assignment of Keywords for Literature Collections
IEEE VIS Workshop on Machine Learning from User Interaction for Visualization and Analytics, IEEE (2018). Lowering the Barrier for Successful Replication and Evaluation
IEEE VIS Workshop on Evaluation and Beyond - Methodological Approaches for Visualizations (BELIV), IEEE (2018). Personalized Visual-Interactive Music Classification
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181109 Combining the Automated Segmentation and Visual Analysis of Multivariate Time Series
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2018). doi: 10.2312/eurova.20181112 A Unified Process for Visual-Interactive Labeling
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171123 Visual analytics for radiomics: Combining medical imaging with patient data for clinical research
IEEE Workshop on Visual Analytics in Healthcare (VAHC), IEEE pp. 84-91, (2017). doi: 10.1109/VAHC.2017.8387545 Combining Cluster and Outlier Analysis with Visual Analytics
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2017). doi: 10.2312/eurova.20171114 Structuring the Strategies for Integrating Visualization into Automated Modeling Techniques for Visual Analytics
IEEE VIS Workshop on Creation, Curation, Critique and Conditioning of Principles and Guidelines in Visualization (C4PGV) (2016). Visual-Interactive Segmentation of Multivariate Time Series
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161121 Visual-Interactive Exploration of Relations Between Time-Oriented Data and Multivariate Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2016). doi: 10.2312/eurova.20161124 Methods and a research agenda for the evaluation of event sequence visualization techniques
IEEE VIS 2016 Workshop on Temporal \& Sequential Event Analysis. (2016). doi: https://eprints.whiterose.ac.uk/id/eprint/106008/ Visual-Interactive Text Analysis to Support Political Decision Making - From Sentiments to Arguments to Policies
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2015). doi: 10.2312/eurova.20151101 Visual Analysis of Relations in Attributed Time-Series Data
EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association (2015). doi: 10.2312/eurova.20151105 A Visual Active Learning System for the Assessment of Patient Well-being in Prostate Cancer Research
IEEE VIS Workshop on Visual Analytics in Healthcare, ACM pp. 1-8, (2015). doi: 10.1145/2836034.2836035 A Visual-interactive System for Prostate Cancer Stratifications
IEEE Vis Workshop on Visualizing Electronic Health Record Data (EHRVis), IEEE Computer Society (2014). Smart Query Definition for Content-Based Search in Large Sets of Graphs
International Symposium on Visual Analytics Science and Technology, Eurographics Association pp. 7-12, (2010). doi: /10.2312/PE/EuroVAST/EuroVAST10/007-012 Future Challenges and Unsolved Problems in Health Visualization
EuroVis 2025 - Panels and Tutorials, The Eurographics Association (2025). doi: 10.2312/evt.20251119 Data Humanism Decoded: A Characterization of its Principles to Bridge Data Visualization Researchers and Practitioners
IEEE Visualization Conference - Short Papers, IEEE (2025). doi: https://doi.org/10.48550/arXiv.2509.00440 Incident Cards: A Tool for Documenting and Reviewing Experiences with Chronic Conditions
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery (2025). doi: 10.1145/3706599.3720194 Reflections on interactive visualization of electronic health records: past, present, future
Journal of the American Medical Informatics Association pp. 2423-2428, (2024). doi: 10.1093/jamia/ocae249 The Future of Interactive Data Analysis and Visualization
EuroVis 2023 - Panel, The Eurographics Association (2023). doi: 10.2312/evt.20231119 RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings
EuroVis 2023 - Short Papers, The Eurographics Association (2023). doi: 10.2312/evs.20231036 Does the Layout Really Matter? A Study on Visual Model Accuracy Estimation
IEEE Visualization Conference - Short Papers, IEEE pp. 61-65, (2021). doi: 10.1109/VIS49827.2021.9623326 Learning from the Best - Visual Analysis of a Quasi-Optimal Data Labeling Strategy
EuroVis 2018 - Short Papers, The Eurographics Association (2018). doi: 10.2312/eurovisshort.20181085 Visual Access to Performance Indicators in the Mining Sector
EuroVis 2017 - Short Papers, The Eurographics Association (2017). doi: 10.2312/eurovisshort.20171150 Visual Analytics of Work Behavior Data - Insights on Individual Differences
Eurographics Conference on Visualization (EuroVis) - Short Papers, The Eurographics Association (2015). doi: 10.2312/eurovisshort.20151129 Revisiting Perceptually Optimized Color Mapping for High-Dimensional Data Analysis
EuroVis - Short Papers, The Eurographics Association (2014). doi: 10.2312/eurovisshort.20141163 Feedback Loops in Faceted Search: Potential and Challenges for Dynamic Information Landscapes
EuroVis 2026 - Posters and Demos, Eurographics (2026). doi: 10.2312/evpd.20261010 PRISM: From Individual Preferences to Group Consensus through Conversational AI-Mediated and Visual Explanations
ACM Conference on Recommender Systems, Association for Computing Machinery pp. 1343–1345, (2025). doi: 10.1145/3705328.3759340 Blooming Beats: An Interactive Music Recommender System Grounded in TRACE Principles and Data Humanism
ACM Conference on Recommender Systems (RecSys), Association for Computing Machinery pp. 1331–1333, (2025). doi: 10.1145/3705328.3759337 ORD-Xplore: Bridging Open Research Data Collections through Modality Abstractions
EuroVis 2023 - Posters, The Eurographics Association (2023). doi: 10.2312/evp.20231065 Interaction Tasks for Explainable Recommender Systems
EuroVis 2023 - Posters, The Eurographics Association (2023). doi: 10.2312/evp.20231062 A Design Space for Explainable Ranking and Ranking Models
EuroVis 2022 - Posters, The Eurographics Association (2022). doi: 10.2312/evp.20221114 Toxicity in a Multimodality Approach of Radical Prostatectomy with Radiation and Hormonal Therapy
Genitourinary Cancers Symposium (2016). doi: 10.1200/jco.2016.34.2_suppl.107 Towards Combining Attribute-based and Time Series-based Visual Querying
EuroVis 2016 - Posters, The Eurographics Association (2016). doi: 10.2312/eurp.20161145 Enhancing Time Series Segmentation and Labeling Through the Knowledge Generation Model
Eurographics Conference on Visualization (EuroVis) - Poster, The Eurographics Association (2015). Towards a User-Defined Visual-Interactive Definition of Similarity Functions for Mixed Data
IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2014). doi: 10.1109/VAST.2014.7042503 Towards a Tighter Coupling of Visualization and Public Policy Making
Proc. IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2014). doi: 10.1109/VAST.2014.7042525 Adopting Mental Similarity Notions of Categorical Data Objects to Algorithmic Similarity Functions
Vision, Modelling and Visualization (VMV) (2014). doi: 10.13140/RG.2.2.19683.25129 Interactive Multi-Criteria Optimization of 2D Color Maps
Vision, Modelling and Visualization (VMV) (2014). doi: 10.13140/RG.2.2.34782.74560 Visual Exploration of Local Interest Points in Sets of Time Series
Proceedings of IEEE Symposium on Visual Analytics Science and Technology (Poster Paper) (2012). doi: 10.1109/VAST.2012.6400534 Cluster Correspondence Views for Enhanced Analysis of SOM Displays
IEEE Symposium on Visual Analytics Science and Technology pp. 217-218, (2010). doi: 10.1109/VAST.2010.5651676 Micro-Macro Views for Visual Trajectory Cluster Analysis
Eurographics/IEEE Symposium on Visualization (2009). SwissText 2024 Shared Task: Automatic Classification of the United Nations Sustainable Development Goals (SDGs) and Their Targets in English Scientific Abstracts
Swiss Text Analytics Conference, Association for Computational Linguistics pp. 193-197, (2024). doi: https://doi.org/10.5167/uzh-275614 100 Synthetic Datasets for the Analysis of Class Separation Measures
Used in Publication - SepEx: Visual Analysis of Class Separation Measures (2020). 30 years of synoptic observations from Neumayer Station with links to datasets
PANGAEA - Data Publisher for Earth and Environmental Science (2014). doi: 10.1594/PANGAEA.150017 Reference list of 120 datasets from time series station Payerne used for exploratory search
PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: doi:10.1594/PANGAEA.783598 Reference list of 265 sources used for the discovery of relationships between data clusters and metadata properties
PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: doi:10.1594/PANGAEA.785666 Reference list of 269 sources used for exploratory search
PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: 10.1594/PANGAEA.778638 Time-oriented earth observation measurements from the Baseline Surface Radiation Network (BSRN) in the years 1992 to 2012, reference list of 6813 datasets
PANGAEA - Data Publisher for Earth and Environmental Science (2012). doi: doi:10.1594/PANGAEA.787726 Reference list of sources used for two experimental data files dataBSRN and dataMixed
PANGAEA - Data Publisher for Earth and Environmental Science (2011). doi: doi:10.1594/PANGAEA.756307